Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..

Transactions on Machine Learning Research (TMLR) - 2025

Documentation Rate of Empirical Papers by Reproducibility Variable

Distribution of Empirical Papers by Number of Documented Variables

Website:

Venue Year Papers
Reproducibility Score Reproducibility Score based on Gundersen et al. (2025). See Methods for details.
Documentation Score Documentation Score is the average score over the seven reproducibility variables for empirical research papers. See Methods for details.
% Empirical Percentage of papers that are empirical research vs theoretical research.
% Industry Percentage of empirical research papers with at least one author from Industry.
Website
TMLR 2025 1418 0.62 4.51 94.71% 33.8%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
$f$-Divergence Policy Optimization in Fully Decentralized Cooperative MARL βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
(Implicit) Ensembles of Ensembles: Epistemic Uncertainty Collapse in Large Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
2SSP: A Two-Stage Framework for Structured Pruning of LLMs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Baseline Method for Removing Invisible Image Watermarks using Deep Image Prior βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Bias Correction Mechanism for Distributed Asynchronous Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Comprehensive Survey of Contamination Detection Methods in Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Comprehensive Survey on Inverse Constrained Reinforcement Learning: Definitions, Progress and Challenges ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Comprehensive Survey on Knowledge Distillation ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Framework for Finding Local Saddle Points in Two-Player Zero-Sum Black-Box Games βœ… ❌ ❌ βœ… βœ… ❌ βœ… 4
A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Generalization Bound for Nearly-Linear Networks ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
A Gold Standard Dataset for the Reviewer Assignment Problem ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Hierarchical Nearest Neighbour Approach to Contextual Bandits βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
A Lean Dataset for International Math Olympiad: Small Steps towards Writing Math Proofs for Hard Problems ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
A Learning-Based Framework for Fair and Scalable Solution Generation in Kidney Exchange Problems ❌ ❌ ❌ βœ… ❌ βœ… ❌ 2
A Local Polyak-Łojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
A Max-Min Approach to the Worst-Case Class Separation Problem βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
A Mixture of Exemplars Approach for Efficient Out-of-Distribution Detection with Foundation Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Neural Material Point Method for Particle-based Emulation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A Note On The Stability Of The Focal Loss ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Note on Generalization in Variational Autoencoders: How Effective Is Synthetic Data and Overparameterization? βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Pattern Language for Machine Learning Tasks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Practical Investigation of Spatially-Controlled Image Generation with Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Proximal Operator for Inducing 2:4-Sparsity βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
A Reproducibility Study of Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Scalable Approach for Mapper via Efficient Spatial Search βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
A Self-Explainable Heterogeneous GNN for Relational Deep Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A Stochastic Polynomial Expansion for Uncertainty Propagation through Networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
A Strong Baseline for Molecular Few-Shot Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Survey of Recent Backdoor Attacks and Defenses in Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Survey of Reinforcement Learning from Human Feedback βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
A Survey of State Representation Learning for Deep Reinforcement Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Survey on Future Frame Synthesis: Bridging Deterministic and Generative Approaches ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
A Survey on Large Language Model Acceleration based on KV Cache Management ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
A Survey on Verifiable Cross-Silo Federated Learning βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A Survey on the Honesty of Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
A Systematic Evaluation of the Planning and Scheduling Abilities of the Reasoning Model o1 ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A Theoretical Study of Neural Network Expressive Power via Manifold Topology ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A Unified Approach Towards Active Learning and Out-of-Distribution Detection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A Unified View of Double-Weighting for Marginal Distribution Shift βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
A User's Guide to Sampling Strategies for Sliced Optimal Transport ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
A Vector Bernstein Inequality for Self-Normalized Martingales ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
A comparison between humans and AI at recognizing objects in unusual poses ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
A functional framework for nonsmooth autodiff with {\it maxpooling} functions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
A general framework of Riemannian adaptive optimization methods with a convergence analysis βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
A limitation on black-box dynamics approaches to Reinforcement Learning βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
A noise-corrected Langevin algorithm and sampling by half-denoising ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A note on the $k$-means clustering for missing data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
A reproducibility study of β€œUser-item fairness tradeoffs in recommendations” ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A second-order-like optimizer with adaptive gradient scaling for deep learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
A stochastic gradient descent algorithm with random search directions ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
A thorough reproduction and evaluation of $\mu$P ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
A unifying framework for generalised Bayesian online learning in non-stationary environments βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via Anchored- Branched Universal Physics Transformers ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
ABC: Achieving Better Control of Visual Embeddings using VLLMs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ADAPT to Robustify Prompt Tuning Vision Transformers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
ADMIRE-BayesOpt: Accelerated Data MIxture RE-weighting for Language Models with Bayesian Optimization ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
AEAP: A Reinforcement Learning Actor Ensemble Algorithm with Adaptive Pruning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
AI Agents That Matter ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
ALTA: Compiler-Based Analysis of Transformers βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
APR-CNN: Convolutional Neural Networks for the Adaptive Particle Representation of Large Microscopy Images ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability in Algorithmic Environments ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
ASTRA: A Scene-aware Transformer-based Model for Trajectory Prediction ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
ASkDAgger: Active Skill-level Data Aggregation for Interactive Imitation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
AT4TS : Autotune for Time Series Foundation Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Abstraction for Bayesian Reinforcement Learning in Factored POMDPs βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
AcademicEval: Live Long-Context LLM Benchmark ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Accelerated Training on Low-Power Edge Devices βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Accelerating Learned Image Compression Through Modeling Neural Training Dynamics βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Accelerating Non-Conjugate Gaussian Processes By Trading Off Computation For Uncertainty βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Accounting for AI and Users Shaping One Another: The Role of Mathematical Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Accumulator-Aware Post-Training Quantization for Large Language Models βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Activate and Adapt: A Two-Stage Framework for Open-Set Model Adaptation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Activation sharding for scalable training of large models βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Active Diffusion Subsampling βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Active Learning via Classifier Impact and Greedy Selection for Interactive Image Retrieval βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Active Prompt Learning with Vision-Language Model Priors βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Adam-family Methods with Decoupled Weight Decay in Deep Learning βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Adapting Chat Language Models Using Only Target Unlabeled Language Data ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Adaptive Clipping for Differential Private Federated Learning in Interpolation Regimes βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Adaptive Gradient Normalization and Independent Sampling for (Stochastic) Generalized-Smooth Optimization ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Adaptive Group Robust Ensemble Knowledge Distillation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Adaptive Incentive Design for Markov Decision Processes with Unknown Rewards βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Adaptive Mesh Quantization for Neural PDE Solvers βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
Adaptive Multi-step Refinement Network for Robust Point Cloud Registration ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Adaptive Physics-informed Neural Networks: A Survey ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Adaptive Resolution Residual Networks β€” Generalizing Across Resolutions Easily and Efficiently ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Adjacency Search Embeddings βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Adversarial Bandits Against Arbitrary Strategies βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Adversarial Robustness of Graph Transformers βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Adversarial Subspace Generation for Outlier Detection in High-Dimensional Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Adversarial Surrogate Risk Bounds for Binary Classification ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Aggregating Algorithm and Axiomatic Loss Aggregation βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Agreement-Based Cascading for Efficient Inference βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Algorithm Configuration for Structured Pfaffian Settings βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Algorithmic fairness with monotone likelihood ratios ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Align and Distill: Unifying and Improving Domain Adaptive Object Detection ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
AlignFix: Fixing Adversarial Perturbations by Agreement Checking for Adversarial Robustness against Black-box Attacks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Almost Sure Convergence of Stochastic Gradient Methods under Gradient Domination ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Alternators For Sequence Modeling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Amdahl’s Law for LLMs: A Throughput-Centric Analysis of Extreme LLM Quantization ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Amortized Inference of Causal Models via Conditional Fixed-Point Iterations βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Amphibian: A Meta-Learning Framework for Rehearsal-Free, Fast Online Continual Learning βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
An Adversarial Perspective on Machine Unlearning for AI Safety βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
An Analysis of Model Robustness across Concurrent Distribution Shifts ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Analytical Model for Overparameterized Learning Under Class Imbalance ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
An Architecture Built for Federated Learning: Addressing Data Heterogeneity through Adaptive Normalization-Free Feature Recalibration ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Asymptotically Optimal Algorithm for the Convex Hull Membership Problem βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
An Attribute-based Method for Video Anomaly Detection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Efficient Sparse Fine-Tuning with Low Quantization Error via Neural Network Pruning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Efficient Training Algorithm for Models with Block-wise Sparsity ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
An Embedding is Worth a Thousand Noisy Labels βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
An Empirical Study of the Accuracy-Robustness Trade-off and Training Efficiency in Robust Self-Supervised Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
An Evolutionary Algorithm for Black-Box Adversarial Attack Against Explainable Methods ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Learning in Tabular Datasets ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An Information Theoretic Approach to Machine Unlearning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
An Unconditional Representation of the Conditional Score in Infinite Dimensional Linear Inverse Problems ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
An analysis of the noise schedule for score-based generative models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
An elementary concentration bound for Gibbs measures arising in statistical learning theory ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Analysis of generalization capacities of Neural Ordinary Differential Equations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Angular Regularization for Positive-Unlabeled Learning on the Hypersphere ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Any-Property-Conditional Molecule Generation with Self-Criticism using Spanning Trees βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Approximate Bayesian Neural Operators: Uncertainty Quantification for Parametric PDEs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Approximation, Estimation and Optimization Errors for a Deep Neural Network ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Approximations to worst-case data dropping: unmasking failure modes ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Are Convex Optimization Curves Convex? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Are Data Embeddings Effective in Time Series Forecasting? ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified? βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Are Large Language Models Really Robust to Word-Level Perturbations? ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Are We Really Learning the Score Function? Reinterpreting Diffusion Models Through Wasserstein Gradient Flow Matching ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Ask Your Distribution Shift if Pre-Training is Right for You ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Attention Mechanisms Don’t Learn Additive Models: Rethinking Feature Importance for Transformers βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
AttentionBreaker: Adaptive Evolutionary Optimization for Unmasking Vulnerabilities in LLMs through Bit-Flip Attacks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
AttentionSmithy: A Modular Framework for Rapid Transformer Development βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
AttnGCG: Enhancing Jailbreaking Attacks on LLMs with Attention Manipulation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Augmented Invertible Koopman Autoencoder for long-term time series forecasting ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
AutoAnnotator: A Collaborative Annotation Framework for Large and Small Language Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Autonomous Imagination: Closed-Loop Decomposition of Visual-to-Textual Conversion in Visual Reasoning for Multimodal Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ ❌ 5
Autoregressive Models in Vision: A Survey ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Avoiding Structural Pitfalls: Self-Supervised Low-Rank Feature Tuning for Graph Test-Time Adaptation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
B-cos LM: Efficiently Transforming Pre-trained Language Models for Improved Explainability ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
BELLA: Black-box model Explanations by Local Linear Approximations βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
BM$^2$: Coupled SchrΓΆdinger Bridge Matching βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Bags of Projected Nearest Neighbours: Competitors to Random Forests? βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Balancing Utility and Privacy: Dynamically Private SGD with Random Projection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Batch Training for Streaming Time Series: A Transferable Augmentation Framework to Combat Distribution Shifts ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Batched Nonparametric Bandits via k-Nearest Neighbor UCB βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Bayesian Neighborhood Adaptation for Graph Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Bayesian Optimization of Robustness Measures under Input Uncertainty: A Randomized Gaussian Process Upper Confidence Bound Approach βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Bayesian Transferability Assessment for Spiking Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Behaviour Discovery and Attribution for Explainable Reinforcement Learning ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Between Linear and Sinusoidal: Rethinking the Time Encoder in Dynamic Graph Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Beyond Grids: Multi-objective Bayesian Optimization With Adaptive Discretization βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Beyond Marginals: Learning Joint Spatio-Temporal Patterns for Multivariate Anomaly Detection βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Beyond Parameter Count: Implicit Bias in Soft Mixture of Experts βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Beyond ordinary Lipschitz constraints: Differentially Private optimization with TNC βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Bi-Mamba: Towards Accurate 1-Bit State Space Model ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Bigger is not Always Better: Scaling Properties of Latent Diffusion Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Blending adversarial training and representation-conditional purification via aggregation improves adversarial robustness ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Boosting Revisited: Benchmarking and Advancing LP-Based Ensemble Methods βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Bridging Causality, Individual Fairness, and Adversarial Robustness in the Absence of Structural Causal Model ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Budgeted-Bandits with Controlled Restarts with Applications in Learning and Computing βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Buffer-based Gradient Projection for Continual Federated Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Byzantine-Robust and Hessian-Free Federated Bilevel Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
BΓ©zier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
CLIP Meets Diffusion: A Synergistic Approach to Anomaly Detection βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
CLImage: Human-Annotated Datasets for Complementary-Label Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
COMMA: A Communicative Multimodal Multi-Agent Benchmark ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
CREW-Wildfire: Benchmarking Agentic Multi-Agent Collaborations at Scale βœ… ❌ ❌ βœ… βœ… βœ… βœ… 5
CXAD: Contrastive Explanations for Anomaly Detection: Algorithms, Complexity Results and Experiments βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Calibrated Probabilistic Forecasts for Arbitrary Sequences βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Can AI-Generated Text be Reliably Detected? Stress Testing AI Text Detectors Under Various Attacks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Can Kernel Methods Explain How the Data Affects Neural Collapse? ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Can Masked Autoencoders Also Listen to Birds? ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Can Optimization Trajectories Explain Multi-Task Transfer? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Capsule Network Projectors are Equivariant and Invariant Learners ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Cardinality Sparsity: Applications in Matrix-Matrix Multiplications and Machine Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Causal Ordering for Structure Learning from Time Series βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Celo: Training Versatile Learned Optimizers on a Compute Diet βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Certified Robustness to Data Poisoning in Gradient-Based Training βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Change Point Detection in Dynamic Graphs with Decoder-only Latent Space Model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Change Point Detection in the Frequency Domain with Statistical Reliability βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Change Point Detection on A Separable Model for Dynamic Networks βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Characterizing Vision Backbones for Dense Prediction with Dense Attentive Probing ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Characterizing the Convergence of Game Dynamics via Potentialness βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Chimera: State Space Models Beyond Sequences ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Choose Your Model Size: Any Compression of Large Language Models Without Re-Computation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Class Incremental Learning from First Principles: A Review ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Class-wise Generalization Error: an Information-Theoretic analysis ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Classifier-Free Guidance is a Predictor-Corrector βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Client-only Distributed Markov Chain Monte Carlo Sampling over a Network βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Closed-Form Diffusion Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Cluster Agnostic Network Lasso Bandits βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Cluster Tree for Nearest Neighbor Search βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Cluster and Predict Latents Patches for Improved Masked Image Modeling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Clustering-Based Validation Splits for Model Selection under Domain Shift βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
CoCoIns: Consistent Subject Generation via Contrastive Instantiated Concepts ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
CoDe: Blockwise Control for Denoising Diffusion Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
CoNNect: Connectivity-Based Regularization for Structural Pruning of Neural Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Collaboration with Dynamic Open Ad Hoc Team via Team State Modelling βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Collaborative Compressors in Distributed Mean Estimation with Limited Communication Budget βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
ComFe: An Interpretable Head for Vision Transformers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Combating Inter-Task Confusion and Catastrophic Forgetting by Metric Learning and Re-Using a Past Trained Model ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Combining Machine Learning Defenses without Conflicts βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Cometh: A continuous-time discrete-state graph diffusion model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functions βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Comparing the information content of probabilistic representation spaces ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Complementarity: Toward Better Metrics and Optimizing Data Efficiency in LLMs βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Compositionality in Time Series: A Proof of Concept using Symbolic Dynamics and Compositional Data Augmentation βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Comprehension Without Competence: Architectural Limits of LLMs in Symbolic Computation and Reasoning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Compressed Decentralized Momentum Stochastic Gradient Methods for Nonconvex Optimization βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Concept Siever : Towards Controllable Erasure of Concepts from Diffusion Models without Side-effect ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Conditional Image Synthesis with Diffusion Models: A Survey ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Conformal Bounds on Full-Reference Image Quality for Imaging Inverse Problems ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Conformal Prediction: A Theoretical Note and Benchmarking Transductive Node Classification in Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Conformalized Credal Regions for Classification with Ambiguous Ground Truth βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale using Sketched Methods βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Consistency Aware Robust Learning under Noisy Labels βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Constrained Reinforcement Learning with Smoothed Log Barrier Function βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Contextual Combinatorial Bandits With Changing Action Sets Via Gaussian Processes βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Continual Learning from Simulated Interactions via Multitask Prospective Rehearsal for Bionic Limb Behavior Modeling βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Continual Learning on CLIP via Incremental Prompt Tuning with Intrinsic Textual Anchors βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Continual Pre-training of MoEs: How robust is your router? ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Continual learning via probabilistic exchangeable sequence modelling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Continuous Language Model Interpolation yields Dynamic and Controllable Text Generation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Continuous Parallel Relaxation for Finding Diverse Solutions in Combinatorial Optimization Problems ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Controlled Model Debiasing through Minimal and Interpretable Updates βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Controlling Statistical, Discretization, and Truncation Errors in Learning Fourier Linear Operators ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Convergence Aspects of Hybrid Kernel SVGD βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Convergence Guarantees for RMSProp and Adam in Generalized-smooth Non-convex Optimization with Affine Noise Variance βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Convergence Properties of Natural Gradient Descent for Minimizing KL Divergence ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Convergence of linear programming hierarchies for Gibbs states of spin systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Convex Relaxation for Solving Large-Margin Classifiers in Hyperbolic Space ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Cooperative Minibatching in Graph Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Coreset-Driven Re-Labeling: Tackling Noisy Annotations with Noise-Free Gradients βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Coresets from Trajectories: Selecting Data via Correlation of Loss Differences βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Counterfactual Fairness on Graphs: Augmentations, Hidden Confounders, and Identifiability ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Counterfactual Learning of Stochastic Policies with Continuous Actions βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Counting Hours, Counting Losses: The Toll of Unpredictable Work Schedules on Financial Security βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Covariate-dependent Graphical Model Estimation via Neural Networks with Statistical Guarantees βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
CroissantLLM: A Truly Bilingual French-English Language Model ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Cross-Domain Graph Anomaly Detection via Test-Time Training with Homophily-Guided Self-Supervision ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Cross-lingual Transfer in Programming Languages: An Extensive Empirical Study ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Ctrl-V: Higher Fidelity Autonomous Vehicle Video Generation with Bounding-Box Controlled Object Motion ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Cumulative Reasoning with Large Language Models βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Customizing Spider Silk: Generative Models with Mechanical Property Conditioning for Protein Engineering ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Cycle Conditioning for Robust Representation Learning from Categorical Data βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
D2 Actor Critic: Diffusion Actor Meets Distributional Critic βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
DA-DPO: Cost-efficient Difficulty-aware Preference Optimization for Reducing MLLM Hallucinations ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
DIVINE: Diverse-Inconspicuous Feature Learning to Mitigate Abridge Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
DNOD: Deformable Neural Operators for Object Detection in SAR Images βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
DNR-Pruning: Sparsity-Aware Pruning via Dying Neuron Reactivation in Convolutional Neural Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DRAGON: Distributional Rewards Optimize Diffusion Generative Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
DRDT3: Diffusion-Refined Decision Test-Time Training Model βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
DafnyBench: A Benchmark for Formal Software Verification βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Daphne: Multi-Pass Compilation of Probabilistic Programs into Graphical Models and Neural Networks ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
Data Augmentation Policy Search for Long-Term Forecasting βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Data Matters Most: Auditing Social Bias in Contrastive Vision–Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Data-Driven Discovery of PDEs via the Adjoint Method βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Dataset Condensation with Color Compensation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Decentralized Projection-free Online Upper-Linearizable Optimization with Applications to DR-Submodular Optimization βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Decision-Focused Surrogate Modeling for Mixed-Integer Linear Optimization βœ… βœ… ❌ βœ… βœ… βœ… βœ… 6
Decoding-based Regression ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Decomposed Direct Preference Optimization for Structure-Based Drug Design ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Decomposing The Dark Matter of Sparse Autoencoders ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Decoupled Sequence and Structure Generation for Realistic Antibody Design βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Deep Active Learning in the Open World βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Deep Augmentation: Dropout as Augmentation for Self-Supervised Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Deep Autoregressive Models as Causal Inference Engines ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Deep Koopman Learning using Noisy Data βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
DeepRRTime: Robust Time-series Forecasting with a Regularized INR Basis ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Defending Against Unforeseen Failure Modes with Latent Adversarial Training βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Deflated Dynamics Value Iteration βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
DeformTime: capturing variable dependencies with deformable attention for time series forecasting ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Demystifying amortized causal discovery with transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Denoising Pretrained Black-box Models via Amplitude-Guided Phase Realignment βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Density of states in neural networks: an in-depth exploration of learning in parameter space βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Dependency-aware Maximum Likelihood Estimation for Active Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Design Editing for Offline Model-based Optimization βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Designing Algorithms Empowered by Language Models: An Analytical Framework, Case Studies, and Insights βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Designing a Conditional Prior Distribution for Flow-Based Generative Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DiffCLIP: Differential Attention Meets CLIP ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
DiffNat : Exploiting the Kurtosis Concentration Property for Image quality improvement βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
DiffSampling: Enhancing Diversity and Accuracy in Neural Text Generation βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Differentiable Causal Discovery of Linear Non-Gaussian Acyclic Models Under Unmeasured Confounding βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Differentially Private Clustered Federated Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Differentially Private Source-Target Clustering βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Differentiated Aggregation to Improve Generalization in Federated Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Diffusion Model Predictive Control βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Diffusion Self-Weighted Guidance for Offline Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Diffusion on Graph: Augmentation of Graph Structure for Node Classification βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Diffusion-RainbowPA: Improvements Integrated Preference Alignment for Diffusion-based Text-to-Image Generation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Dimension reduction via score ratio matching βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Directed Exploration in Reinforcement Learning from Linear Temporal Logic βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Directed Graph Generation with Heat Kernels βœ… ❌ ❌ βœ… βœ… ❌ βœ… 4
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Disappearance of Timestep Embedding: A Case Study on Neural ODE and Diffusion Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Discrete Audio Tokens: More Than a Survey! βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Disentangled Embedding through Style and Mutual Information for Domain Generalization βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Disentangled and Self-Explainable Node Representation Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Disobeying Directions: Switching Random Walk Filters for Unsupervised Node Embedding Learning on Directed Graphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Distilling Datasets Into Less Than One Image βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Distributed Hierarchical Decomposition Framework for Multimodal Timeseries Prediction βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Distributed Multi-Agent Lifelong Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Distributed Quasi-Newton Method for Fair and Fast Federated Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Distributed and Secure Kernel-Based Quantum Machine Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Distributionally Robust Coreset Selection under Covariate Shift βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Diverse Condensed Data Generation via Class Preserving Distribution Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Diversity Augmentation of Dynamic User Preference Data for Boosting Personalized Text Summarizers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Diversity-Driven View Subset Selection for Indoor Novel View Synthesis βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Diversity-Enhanced and Classification-Aware Prompt Learning for Few-Shot Learning via Stable Diffusion βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Divide and Merge: Motion and Semantic Learning in End-to-End Autonomous Driving ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Do Concept Bottleneck Models Respect Localities? ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Do Think Tags Really Help LLMs Plan? A Critical Evaluation of ReAct-Style Prompting ❌ βœ… βœ… ❌ ❌ βœ… βœ… 4
Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Does confidence calibration improve conformal prediction? βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Does equivariance matter at scale? ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Domain Generalization for Time Series: Enhancing Drilling Regression Models for Stick-Slip Index Prediction ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
Don’t Judge Before You CLIP: A Unified Approach for Perceptual Tasks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Double Horizon Model-Based Policy Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Double Machine Learning Based Structure Identification from Temporal Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Doubly Robust Conditional VAE via Decoder Calibration: An Implicit KL Annealing Approach βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Doubly Robust Uncertainty Quantification for Quantile Treatment Effects in Sequential Decision Making βœ… βœ… ❌ βœ… ❌ ❌ βœ… 4
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Dual Caption Preference Optimization for Diffusion Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Dynamic Pricing in the Linear Valuation Model using Shape Constraints βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Dynamic Schwartz-Fourier Neural Operator for Enhanced Expressive Power ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Dynamics of the accelerated t-SNE ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Dynamics-inspired Structure Hallucination for Protein-protein Interaction Modeling βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
EDM-TTS: Efficient Dual-Stage Masked Modeling for Alignment-Free Text-to-Speech Synthesis ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
EL-Clustering: Combining Upper- and Lower-Bounded Clusterings for Equitable Load Constraints βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
EMMA: Efficient Visual Alignment in Multi-Modal LLMs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
EMMA: End-to-End Multimodal Model for Autonomous Driving ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Early Classification of Time Series: A Survey and Benchmark ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Early Directional Convergence in Deep Homogeneous Neural Networks for Small Initializations ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Effective Backdoor Mitigation in Vision-Language Models Depends on the Pre-training Objective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Efficient Diffusion Models: A Survey ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Efficient Distillation of Classifier-Free Guidance using Adapters βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Efficient Exploration in Multi-Agent Reinforcement Learning via Farsighted Self-Direction ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Efficient Few-Shot Continual Learning in Vision-Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Efficient Hardware Scaling and Diminishing Returns in Large-Scale Training of Language Models ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Efficient Knowledge Injection in LLMs via Self-Distillation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Efficient Multi-Agent Cooperation Learning through Teammate Lookahead βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Efficient Object-Centric Representation Learning using Masked Generative Modeling βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Efficient Open Set Single Image Test Time Adaptation of Vision Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Efficient Reasoning Models: A Survey ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Efficient Training of Multi-task Neural Solver for Combinatorial Optimization ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Efficient and Flexible Neural Network Training through Layer-wise Feedback Propagation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Efficient and Unbiased Sampling from Boltzmann Distributions via Variance-Tuned Diffusion Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Efficient pooling of predictions via kernel embeddings ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Emergent Corpus Pre-training Benefits Vision Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Emergent Neural Network Mechanisms for Generalization to Objects in Novel Orientations ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Emergent Semantics Beyond Token Embeddings: Transformer LMs with Frozen Visual Unicode Representations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Emergent Symbol-like Number Variables in Artificial Neural Networks βœ… ❌ ❌ βœ… βœ… βœ… βœ… 5
Emergent representations in networks trained with the Forward-Forward algorithm ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Empirical Bayes Trend Filtering Through a Variational Inference Framework βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Empirical Comparison of Membership Inference Attacks in Deep Transfer Learning ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
Enabling Automatic Differentiation with Mollified Graph Neural Operators βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Enabling Users to Falsify Deepfake Attacks ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Encoder-only Next Token Prediction βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
End-to-End Conformal Calibration for Optimization Under Uncertainty βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
End-to-end Training for Text-to-Image Synthesis using Dual-Text Embeddings ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Enhanced Federated Optimization: Adaptive Unbiased Client Sampling with Reduced Variance βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Enhancing Cost Efficiency in Active Learning with Candidate Set Query βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Enhancing Diversity in Text-to-Image Generation without Compromising Fidelity βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM) βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Enhancing Molecular Conformer Generation via Fragment- Augmented Diffusion Pretraining βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Enhancing Parameter Efficiency and Generalization in Large Models: A Regularized and Masked Low-Rank Adaptation Approach βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Enhancing Physics-Informed Neural Networks Through Feature Engineering ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Enhancing Plaque Segmentation in CCTA with Prompt- based Diffusion Data Augmentation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Enhancing Remaining Useful Life Prediction with Ensemble Multi-Term Fourier Graph Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Enhancing Sample Generation of Diffusion Models using Noise Level Correction βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Ensemble Kalman Diffusion Guidance: A Derivative-free Method for Inverse Problems βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Ensemble and Mixture-of-Experts DeepONets For Operator Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Entropy-Regularized Process Reward Model ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Equivalent Linear Mappings of Large Language Models ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Estimating the Event-Related Potential from Few EEG Trials ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Evaluating Compositional Scene Understanding in Multimodal Generative Models ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Evaluating Long Range Dependency Handling in Code Generation LLMs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Evaluating explainability techniques on discrete-time graph neural networks βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Evaluating the Robustness of Analogical Reasoning in Large Language Models ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Evaluation of Best-of-N Sampling Strategies for Language Model Alignment ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Event-Triggered Time-Varying Bayesian Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Evolution guided generative flow networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Evolution of Discriminator and Generator Gradients in GAN Training: From Fitting to Collapse βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
ExCeL: Combined Extreme and Collective Logit Information for Out-of-Distribution Detection ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
ExDBN: Learning Dynamic Bayesian Networks using Extended Mixed-Integer Programming Formulations ❌ ❌ ❌ ❌ ❌ βœ… ❌ 1
Exact Recovery Guarantees for Parameterized Nonlinear System Identification Problem under Sparse Disturbances or Semi-Oblivious Attacks ❌ ❌ ❌ ❌ ❌ βœ… βœ… 2
Expert Routing with Synthetic Data for Domain Incremental Learning βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Explaining Bayesian Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Explaining Caption-Image Interactions in CLIP Models with Second-Order Attributions βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Explaining Confident Black-Box Predictions βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Explaining Node Embeddings ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Explanation Shift: How Did the Distribution Shift Impact the Model? ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Explicit Personalization and Local Training: Double Communication Acceleration in Federated Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Explicitly Disentangled Representations in Object-Centric Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Exploiting Benford's Law for Weight Regularization of Deep Neural Networks βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Exploring End-to-end Differentiable Neural Charged Particle Tracking – A Loss Landscape Perspective ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Exploring Weak-to-Strong Generalization for CLIP-based Classification βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Exploring and Improving Initialization for Deep Graph Neural Networks: A Signal Propagation Perspective βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Exploring exploration with foundation agents in interactive environments ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Exploring the Limitations of Layer Synchronization in Spiking Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Exploring the potential of Direct Feedback Alignment for Continual Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Exponential Scaling of Factual Inconsistency in Data-to-Text Generation with Fine-Tuned LLMs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Exponential tilting of subweibull distributions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Expressive Pooling for Graph Neural Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Expressiveness of Parametrized Distributions over DAGs for Causal Discovery ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
FB-MOAC: A Reinforcement Learning Algorithm for Forward-Backward Markov Decision Processes βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
FORTRESS: Fast, Tuning-Free Retrieval Ensemble for Scalable LLM Safety βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
FaAlGrad: Fairness through Alignment of Gradients across Different Subpopulations ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Fair Online Influence Maximization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Fair principal component analysis (PCA): minorization-maximization algorithms for Fair PCA, Fair Robust PCA and Fair Sparse PCA βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Fairness Through Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Fairness with respect to Stereotype Predictors: Impossibilities and Best Practices βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Fairness-Aware Dense Subgraph Discovery βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Faithful Interpretation for Graph Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Faster Diffusion Through Temporal Attention Decomposition ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
FeatInv: Spatially resolved mapping from feature space to input space using conditional diffusion models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FedComLoc: Communication-Efficient Distributed Training of Sparse and Quantized Models βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Federated Generalized Novel Category Discovery with Prompts Tuning ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Federated Learning on Virtual Heterogeneous Data with Local-Global Dataset Distillation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Federated Learning with Efficient Local Adaptation for Realized Volatility Prediction βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Federated Learning with Uncertainty and Personalization via Efficient Second-order Optimization βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Finetuning CLIP to Reason about Pairwise Differences ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness βœ… βœ… ❌ ❌ ❌ ❌ ❌ 2
Flexible Infinite-Width Graph Convolutional Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Flow map matching with stochastic interpolants: A mathematical framework for consistency models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Flow-Attentional Graph Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
FlowBench: Benchmarking Optical Flow Estimation Methods for Reliability and Generalization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
FlowKac: An Efficient Neural Fokker-Planck solver using Temporal Normalizing flows and the Feynman-Kac Formula βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
FoMo-0D: A Foundation Model for Zero-shot Tabular Outlier Detection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
FoldDiff: Folding in Point Cloud Diffusion βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Forecasting Company Fundamentals ❌ βœ… ❌ βœ… ❌ ❌ βœ… 3
Formal Verification of Graph Convolutional Networks with Uncertain Node Features and Uncertain Graph Structure βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Formulating Node Labelling as Node Classification or Link Prediction in Different Graph Representations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Foundation Models Meet Federated Learning: A One-shot Feature-sharing Method with Privacy and Performance Guarantees βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fourier Learning Machines: Nonharmonic Fourier-Based Neural Networks for Scientific Machine Learning ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Fourier PINNs: From Strong Boundary Conditions to Adaptive Fourier Bases βœ… βœ… ❌ βœ… βœ… βœ… βœ… 6
FraGNNet: A Deep Probabilistic Model for Tandem Mass Spectrum Prediction βœ… βœ… βœ… βœ… βœ… βœ… ❌ 6
Fractal Generative Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
FragFormer: A Fragment-based Representation Learning Framework for Molecular Property Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
From Promise to Practice: A Study of Common Pitfalls Behind the Generalization Gap in Machine Learning ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
From Spikes to Heavy Tails: Unveiling the Spectral Evolution of Neural Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Full-Rank Unsupervised Node Embeddings for Directed Graphs via Message Aggregation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Fully Automatic Neural Network Reduction for Formal Verification βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
FusionProt: Fusing Sequence and Structural Information for Unified Protein Representation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Future-aware Safe Active Learning of Time Varying Systems using Gaussian Processes βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
G-RepsNet: A Lightweight Construction of Equivariant Networks for Arbitrary Matrix Groups ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
GMAgent: A Graph-oriented Multi-agent Collaboration Framework for Text-attributed Graph Analysis ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
GROOD: GRadient-Aware Out-of-Distribution Detection βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Gaussian Loss Smoothing Enables Certified Training with Tight Convex Relaxations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Gaussian Pre-Activations in Neural Networks: Myth or Reality? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Gaussian Processes with Bayesian Inference of Covariate Couplings ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Gaussian mixture layers for neural networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
GeNIe: Generative Hard Negative Images Through Diffusion βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
GenOL: Generating Diverse Examples for Name-only Online Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generalizable Representation Learning for fMRI-based Neurological Disorder Identification ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Generalizable Spectral Embedding with an Application to UMAP βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generalizable and Robust Spectral Method for Multi-view Representation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generalized Orders of Magnitude for Scalable, Parallel, High-Dynamic-Range Computation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Generalized Prediction Set with Bandit Feedback βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
Generalized Smooth Stochastic Variational Inequalities: Almost Sure Convergence and Convergence Rates ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Generalized Tangent Kernel: A Unified Geometric Foundation for Natural Gradient and Standard Gradient βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generating Symbolic World Models via Test-time Scaling of Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Generative Feature Training of Thin 2-Layer Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Generative Proto-Sequence: Sequence-Level Decision Making for Long-Horizon Reinforcement Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Genetic-Evolutionary Graph Neural Networks: A Paradigm for Improved Graph Representation Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
Geometric Optimal Transport for Unsupervised Domain Adaptation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Geometry-Aware visualization of high dimensional Symmetric Positive Definite matrices ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Getting aligned on representational alignment ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Global Convergence Rate of Deep Equilibrium Models with General Activations βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Global Optimization Algorithm through High-Resolution Sampling βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Global Safe Sequential Learning via Efficient Knowledge Transfer βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Goal Recognition Design for General Behavioral Agents using Machine Learning ❌ ❌ ❌ βœ… βœ… ❌ βœ… 3
Goal-Conditioned Data Augmentation for Offline Reinforcement Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Gradient GA: Gradient Genetic Algorithm For Drug Molecular Design βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Gradient Inversion Attack on Graph Neural Networks βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Graph Fourier Neural ODEs: Modeling Spatial-temporal Multi-scales in Molecular Dynamics ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Graph Personalized Federated Learning via Client Network Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and Challenges ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Graph-based Confidence Calibration for Large Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Graph-level Representation Learning with Joint-Embedding Predictive Architectures ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
GraphFM: A generalist graph transformer that learns transferable representations across diverse domains βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Group Fair Federated Learning via Stochastic Kernel Regularization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Group-robust Machine Unlearning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Guided Discrete Diffusion for Electronic Health Record Generation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
HARE: Human-in-the-Loop Algorithmic Recourse βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
HDCS: Hierarchy Discovery and Critic Shaping for Reinforcement Learning with Automaton Specification βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
HandsOnVLM: Vision-Language Models for Hand-Object Interaction Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Hard Work Does Not Always Pay Off: On the Robustness of NAS to Data Poisoning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Hard-Negative Prototype-Based Regularization for Few-Shot Class-Incremental Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Harmonic Loss Trains Interpretable AI Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Head-Specific Intervention Can Induce Misaligned AI Coordination in Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Heterogeneous Knowledge for Augmented Modular Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Heterophily-informed Message Passing ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Hierarchical Language Model Design For Interpretable Graph Reasoning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Higher Order Transformers With Kronecker-Structured Attention ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Highway Graph to Accelerate Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Hitchhiker's guide on the relation of Energy-Based Models with other generative models, sampling and statistical physics: a comprehensive review βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
HoSNNs: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Hodge-Aware Convolutional Learning on Simplicial Complexes ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
HopCast: Calibration of Autoregressive Dynamics Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
How Does Code Pretraining Affect Language Model Task Performance? ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
How Many Images Does It Take? Estimating Imitation Thresholds in Text-to-Image Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
How does overparametrization affect performance on minority groups? ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
How far away are truly hyperparameter-free learning algorithms? βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
How iteration composition influences convergence and stability in deep learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
How to Upscale Neural Networks with Scaling Law? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
HyResPINNs: A Hybrid Residual Physics-Informed Neural Network Architecture Designed to Balance Expressiveness and Trainability ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
HybridFlow: Quantification of Aleatoric and Epistemic Uncertainty with a Single Hybrid Model ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
HyperVQ: MLR-based Vector Quantization in Hyperbolic Space βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality βœ… ❌ βœ… βœ… βœ… ❌ ❌ 4
Hyperparameters in Continual Learning: A Reality Check βœ… ❌ βœ… βœ… ❌ βœ… βœ… 5
I Want to Break Free! Persuasion and Anti-Social Behavior of LLMs in Multi-Agent Settings with Social Hierarchy ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
IPA: An Information-Reconstructive Input Projection Framework for Efficient Foundation Model Adaptation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Identification of Average Outcome under Interventions in Confounded Additive Noise Models βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Identifying Axiomatic Mathematical Transformation Steps using Tree-Structured Pointer Networks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Identifying Macro Causal Effects in a C-DMG over ADMGs ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Identifying Spurious Correlations using Counterfactual Alignment ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Illustrated Landmark Graphs for Long-horizon Policy Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Image and Video Quality Assessment using Prompt-Guided Latent Diffusion Models for Cross-Dataset Generalization ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Implicit Bias and Fast Convergence Rates for Self-attention ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Importance Weighting for Aligning Language Models under Deployment Distribution Shift βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Improved Localized Machine Unlearning Through the Lens of Memorization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Improved seeding strategies for k-means and k-GMM βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Improving Adversarial Training for Two-player Competitive Games via Episodic Reward Engineering βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Improving CLIP Counting Accuracy via Parameter-Efficient Fine-Tuning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Improving Consistency in Large Language Models through Chain of Guidance βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Improving GFlowNets for Text-to-Image Diffusion Alignment βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Improving Single-round Active Adaptation: A Prediction Variability Perspective βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
In-context Learning for Mixture of Linear Regression: Existence, Generalization and Training Dynamics βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
In-distribution adversarial attacks on object recognition models using gradient-free search. βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Incorporating Spatial Information into Goal-Conditioned Hierarchical Reinforcement Learning via Graph Representations βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Increasing Both Batch Size and Learning Rate Accelerates Stochastic Gradient Descent βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
IndicFake Meets SAFARI-LLM: Unifying Semantic and Acoustic Intelligence for Multilingual Deepfake Detection ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Influence Learning in Complex Systems ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Influential Bandits: Pulling an Arm May Change the Environment βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Information Theoretic Guarantees For Policy Alignment In Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Infrastructure for AI Agents ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Inherently Robust Control through Maximum-Entropy Learning-Based Rollout βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Initialization Matters: Unraveling the Impact of Pre-Training on Federated Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
InkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Write ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Instance-Aware Graph Prompt Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach βœ… βœ… βœ… ❌ ❌ βœ… βœ… 5
Interactive Large Language Models for Reliable Answering under Incomplete Context βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Interactive Task Planning with Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Interpretable LLM-based Table Question Answering ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Interpreting Neurons in Deep Vision Networks with Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Inverse Scaling in Test-Time Compute ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Inverting Gradient Attacks Makes Powerful Data Poisoning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Investigating Continual Pretraining in Large Language Models: Insights and Implications ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Investigating Generalization Behaviours of Generative Flow Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Investigating the Effects of Fairness Interventions Using Pointwise Representational Similarity ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Investigating the impact of missing value handling on Boosted trees and Deep learning for Tabular data: A Claim Reserving case study ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Is What You Ask For What You Get? Investigating Concept Associations in Text-to-Image Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Is isotropy a good proxy for generalization in time series forecasting with transformers? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Iterated $Q$-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Jet: A Modern Transformer-Based Normalizing Flow ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Joint Diffusion for Universal Hand-Object Grasp Generation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Keep your distance: learning dispersed embeddings on $\mathbb{S}_{m}$ ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Kernel Space Conditional Distribution Alignment for Improving Group Fairness in Deepfake Detection ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Knockout: A simple way to handle missing inputs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Know Yourself and Know Your Neighbour : A Syntactically Informed Self-Supervised Compositional Sentence Representation Learning Framework using a Recursive Hypernetwork ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
L2G: Repurposing Language Models for Genomics Tasks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
LAPP: Large Language Model Feedback for Preference-Driven Reinforcement Learning βœ… ❌ ❌ βœ… βœ… βœ… βœ… 5
LASE: Learned Adjacency Spectral Embeddings βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
LASP: Linear Attention Sequence Parallelism βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
LBMamba: Locally Bi-directional Mamba ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
LC-PLM: Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
LCEN: A Nonlinear, Interpretable Feature Selection and Machine Learning Algorithm βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
LEGO-Learn: Label-Efficient Graph Open-Set Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
LIT-LVM: Structured Regularization for Interaction Terms in Linear Predictors using Latent Variable Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
LLM-Select: Feature Selection with Large Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
LLMs can learn self-restraint through iterative self-reflection βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
LLaVA-OneVision: Easy Visual Task Transfer ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
LLaVA-Video: Video Instruction Tuning With Synthetic Data ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
LO-BCQ: Locally Optimal Block Clustered Quantization for 4-bit (W4A4) LLM Inference βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
LOGLO-FNO: Efficient Learning of Local and Global Features in Fourier Neural Operators βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
LTL-Constrained Policy Optimization with Cycle Experience Replay βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Label Embedding via Low-Coherence Matrices βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Label Smoothing is a Pragmatic Information Bottleneck ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
LanPaint: Training-Free Diffusion Inpainting with Asymptotically Exact and Fast Conditional Sampling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Language Models Are Good Tabular Learners ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Language Models for Controllable DNA Sequence Design ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Language-assisted Feature Representation and Lightweight Active Learning For On-the-Fly Category Discovery βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Large Action Models: From Inception to Implementation ❌ βœ… ❌ βœ… βœ… βœ… ❌ 4
Large Language Model Confidence Estimation via Black-Box Access βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Large Language Model-Brained GUI Agents: A Survey ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Large-Scale Targeted Cause Discovery via Learning from Simulated Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Latent Adversarial Training Improves Robustness to Persistent Harmful Behaviors in LLMs ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Latent Space Energy-based Neural ODEs βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Latent Trajectory: A New Framework for Deep Actor-Critic Reinforcement Learning with Uncertainty Quantification βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Latent mixed-effect models for high-dimensional longitudinal data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Latte: Latent Diffusion Transformer for Video Generation ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Learned-Database Systems Security ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Learning Actionable Counterfactual Explanations in Large State Spaces βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning Deformable Body Interactions With Adaptive Spatial Tokenization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning Equivalence Classes of Bayesian Network Structures with GFlowNet ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Learning Is a Kan Extension ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Learning Linear Polytree Structural Equation Model βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning Reward Machines from Partially Observed Policies βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning Robust Representations for Visual Reinforcement Learning via Task-Relevant Mask Sampling βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Learning Task-Aware Abstract Representations for Meta-Reinforcement Learning βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Learning Using a Single Forward Pass βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Learning distributed representations with efficient SoftMax normalization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning few-step posterior samplers by unfolding and distillation of diffusion models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Learning in complex action spaces without policy gradients βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Learning the Language of Protein Structure βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning to Be Cautious βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning to Prompt Your Domain for Federated Vision-Language Models ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Learning to Rank Features to Enhance Graph Neural Networks for Graph Classification βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Learning to Rank with Top-$K$ Fairness βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Length independent generalization bounds for deep SSM architectures via Rademacher contraction and stability constraints ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Let Your Light Shine: Foreground Portrait Matting via Deep Flash Priors ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Leveraging AutoML for Sustainable Deep Learning: A Multi- Objective HPO Approach on Deep Shift Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Leveraging Fully-Observable Solutions for Improved Partially-Observable Offline Reinforcement Learning ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Leveraging Unlabeled Data Sharing through Kernel Function Approximation in Offline Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Lie Symmetry Net: Preserving Conservation Laws in Modelling Financial Market Dynamics via Differential Equations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Lifelong Learning in StyleGAN through Latent Subspaces βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Linear Convergence of Decentralized FedAvg for PL Objectives: The Interpolation Regime βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Link Prediction with Relational Hypergraphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
LitLLMs, LLMs for Literature Review: Are we there yet? βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Local Differential Privacy-Preserving Spectral Clustering for General Graphs βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Local Distribution-Based Adaptive Oversampling for Imbalanced Regression βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
LocalFormer: Mitigating Over-Globalising in Transformers on Graphs with Localised Training ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Long Context Transfer from Language to Vision ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Long Short-Term Imputer: Handling Consecutive Missing Values in Time Series ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Long-context LLMs Struggle with Long In-context Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Loss Landscape Degeneracy and Stagewise Development in Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Loss-to-Loss Prediction: Scaling Laws for All Datasets ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Low Compute Unlearning via Sparse Representations βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Low-rank Momentum Factorization for Memory Efficient Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Lower Ricci Curvature for Efficient Community Detection βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Lurie Networks with Robust Convergent Dynamics ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
M3CoL: Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
M4GN: Mesh-based Multi-segment Hierarchical Graph Network for Dynamic Simulations βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
MAMUT: A Novel Framework for Modifying Mathematical Formulas for the Generation of Specialized Datasets for Language Model Training βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic Inference ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
MGPATH: A Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot Whole Slide Pathology Classification ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MMD Two-sample Testing in the Presence of Arbitrarily Missing Data ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
MOCK: an Algorithm for Learning Nonparametric Differential Equations via Multivariate Occupation Kernel Functions βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
MOORL: A Framework for Integrating Offline-Online Reinforcement Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
MUC: Machine Unlearning for Contrastive Learning with Black-box Evaluation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Machine Learning with Physics Knowledge for Prediction: A Survey βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
MagicPose4D: Crafting Articulated Models with Appearance and Motion Control ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Making Reliable and Flexible Decisions in Long-tailed Classification βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Mamba State-Space Models Are Lyapunov-Stable Learners ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
MarDini: Masked Auto-regressive Diffusion for Video Generation at Scale ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Masked Capsule Autoencoders ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Mastering SAM Prompts: A Large-Scale Empirical Study in Segmentation Refinement for Scientific Imaging βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Mathematical Characterization of Better-than-Random Multiclass Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
MaxCutBench: Revisiting and Benchmarking Graph Neural Networks for Maximum Cut βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Maximally Expressive GNNs for Outerplanar Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Maximum Mean Discrepancy on Exponential Windows for Online Change Detection βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Maxwell's Demon at Work: Efficient Pruning by Leveraging Saturation of Neurons βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Melody or Machine: Detecting Synthetic Music with Dual-Stream Contrastive Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MemLLM: Finetuning LLMs to Use Explicit Read-Write Memory βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Memory-Modular Classification: Learning to Generalize with Memory Replacement ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Mental Modelling of Reinforcement Learning Agents by Language Models βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Mesh-Informed Neural Operator : A Transformer Generative Approach ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Meta-Learning Adaptive Loss Functions βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Meta-Learning for Graphs with Heterogeneous Node Attribute Spaces for Few-Shot Edge Predictions βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Meta-Learning to Teach Semantic Prompts for Open Domain Generalization in Vision-Language Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Meta-learning Optimizers for Communication-Efficient Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Meta-learning Population-based Methods for Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
MetaGFN: Exploring Distant Modes with Adapted Metadynamics for Continuous GFlowNets βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
Metalearning Continual Learning Algorithms ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Metamorphic Forward Adaptation Network: Dynamically Adaptive and Modular Multi-layer Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Min-Max Optimisation for Nonconvex-Nonconcave Functions Using a Random Zeroth-Order Extragradient Algorithm βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
MiniFold: Simple, Fast, and Accurate Protein Structure Prediction βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Minimax Lower Bounds for Estimating Distributions on Low-dimensional Spaces ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Minimax Multi-Target Conformal Prediction with Applications to Imaging Inverse Problems βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Minimax Posterior Contraction Rates for Unconstrained Distribution Estimation on $[0,1]^d$ under Wasserstein Distance ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Mirror Descent Policy Optimisation for Robust Constrained Markov Decision Processes βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Mixed Sparsity Training: Achieving 4$\times$ FLOP Reduction for Transformer Pretraining βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Mixed-View Panorama Synthesis using Geospatially Guided Diffusion ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Mixture Degree-Corrected Stochastic Block Model for Multi-Group Community Detection in Multiplex Graphs βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Mixture of Cache-Conditional Experts for Efficient Mobile Device Inference βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Mixture of Experts for Image Classification: What's the Sweet Spot? ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
MoReact: Generating Reactive Motion from Textual Descriptions ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
MobileCLIP2: Improving Multi-Modal Reinforced Training ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Model Guidance via Robust Feature Attribution ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Model Tensor Planning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Model-free reinforcement learning with noisy actions for automated experimental control in optics ❌ βœ… ❌ ❌ βœ… βœ… βœ… 4
Modeling Human Beliefs about AI Behavior for Scalable Oversight ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
ModernTCN Revisited: A Critical Look at the Experimental Setup in General Time Series Analysis ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Modularity aided consistent attributed graph clustering via coarsening βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Monocular Dynamic Gaussian Splatting: Fast, Brittle, and Scene Complexity Rules ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Monotone Missing Data: A Blessing and a Curse ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Multi-Attribute Constraint Satisfaction via Language Model Rewriting βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Multi-BK-Net: Multi-Branch Multi-Kernel Convolutional Neural Networks for Clinical EEG Analysis ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Multi-Bellman operator for convergence of $Q$-learning with linear function approximation βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Multi-Modal Foundation Models for Computational Pathology: A Survey ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Multi-Output Distributional Fairness via Post-Processing βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Multi-model Online Conformal Prediction with Graph-Structured Feedback βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Multi-objective Bayesian optimization for Likelihood-Free inference in sequential sampling models of decision making βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Multimodal Cultural Safety: Evaluation Framework and Alignment Strategies ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Multiplayer Information Asymmetric Contextual Bandits βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Multivariate Dense Retrieval: A Reproducibility Study under a Memory-limited Setup ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Music Foundation Model as Generic Booster for Music Downstream Tasks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
NITO: Neural Implicit Fields for Resolution-free and Domain-Adaptable Topology Optimization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Necessary and Sufficient Watermark for Large Language Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
NeedleBench: Evaluating LLM Retrieval and Reasoning Across Varying Information Densities βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
NeoBERT: A Next Generation BERT ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Neural Deconstruction Search for Vehicle Routing Problems βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach βœ… ❌ ❌ βœ… ❌ βœ… βœ… 4
Neural ODE and SDE Models for Adaptation and Planning in Model-Based Reinforcement Learning βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Neural Spatiotemporal Point Processes: Trends and Challenges ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Neural varifolds: an aggregate representation for quantifying the geometry of point clouds βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Neuron-based explanations of neural networks sacrifice completeness and interpretability ❌ βœ… βœ… βœ… βœ… ❌ ❌ 4
No $D_{train}$: Model-Agnostic Counterfactual Explanations Using Reinforcement Learning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
No Need for Ad-hoc Substitutes: The Expected Cost is a Principled All-purpose Classification Metric ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Node Classification With Reject Option ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Node Duplication Improves Cold-start Link Prediction βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Node Embeddings via Neighbor Embeddings ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Node Feature Forecasting in Temporal Graphs: an Interpretable Online Algorithm βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Node-Level Data Valuation on Graphs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Noise-free Loss Gradients: A Surprisingly Effective Baseline for Coreset Selection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Nomic Embed: Training a Reproducible Long Context Text Embedder ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Non-Myopic Multi-Objective Bayesian Optimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Normality-Guided Distributional Reinforcement Learning for Continuous Control βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Numerically Robust Fixed-Point Smoothing Without State Augmentation βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
ODNet: Opinion Dynamics-Inspired Neural Message Passing for Graphs and Hypergraphs ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Oblique Bayesian Additive Regression Trees ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Occam’s Razor for SSL: Memory-Efficient Parametric Instance Discrimination βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Offline Learning and Forgetting for Reasoning with Large Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Offset Unlearning for Large Language Models ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
OmniInput: An Evaluation Framework for Deep Learning Models on Internet-Scale Data ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
On Convolutions, Intrinsic Dimension, and Diffusion Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Efficient Bayesian Exploration in Model-Based Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
On Inherent Adversarial Robustness of Active Vision Systems ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
On Joint Regularization and Calibration in Deep Ensembles ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On Memorization in Diffusion Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
On Space Folds of ReLU Neural Networks βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On Sparsity and Sub-Gaussianity in the Johnson- Lindenstrauss Lemma ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On The Landscape of Spoken Language Models: A Comprehensive Survey ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On Time Series Clustering with Graph Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On Training-Conditional Conformal Prediction and Binomial Proportion Confidence Intervals ❌ ❌ ❌ βœ… ❌ ❌ βœ… 2
On Using Certified Training towards Empirical Robustness ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
On diffusion posterior sampling via sequential Monte Carlo for zero-shot scaffolding of protein motifs βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
On the Challenges and Opportunities in Generative AI ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
On the Convergence of SVGD in KL divergence via Approximate gradient flow ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
On the Detection of Reviewer-Author Collusion Rings From Paper Bidding ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On the Expressiveness of Softmax Attention: A Recurrent Neural Network Perspective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the Generalizability of "Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals" ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On the Hardness of Computing Counterfactual and Semi-factual Explanations in XAI ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
On the Low-Rank Parametrization of Reward Models for Controlled Language Generation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
On the Problem of Consistent Anomalies in Zero-Shot Industrial Anomaly Detection βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
On the Properties and Estimation of Pointwise Mutual Information Profiles ❌ βœ… ❌ βœ… ❌ ❌ βœ… 3
On the Regularization of Learnable Embeddings for Time Series Forecasting ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the Robustness of Kolmogorov-Arnold Networks: An Adversarial Perspective ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
On the Role of Discrete Representation in Sparse Mixture of Experts ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the Sample Complexity of One Hidden Layer Networks with Equivariance, Locality and Weight Sharing ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
On the Utility of Existing Fine-Tuned Models on Data-Scarce Domains ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
On the effects of similarity metrics in decentralized deep learning under distribution shift βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
On the stability of gradient descent with second order dynamics for time-varying cost functions ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
One-Shot Federated Distillation Using Monoclass Teachers: A Study of Knowledge Fragmentation and Out-of-Distribution Supervision ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Online Bandit Nonlinear Control with Dynamic Batch Length and Adaptive Learning Rate βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Online Control-Informed Learning βœ… ❌ ❌ ❌ βœ… ❌ βœ… 3
Online Selective Conformal Inference: Errors and Solutions βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Open Problems in Mechanistic Interpretability ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Open Problems in Technical AI Governance ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) ❌ βœ… ❌ ❌ ❌ ❌ ❌ 1
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Optimal Transport for Domain Adaptation through Gaussian Mixture Models βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Optimization Dynamics of Equivariant and Augmented Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Optimization Guarantees for Square-Root Natural-Gradient Variational Inference βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Optimization and Generalization Guarantees for Weight Normalization ❌ ❌ βœ… ❌ βœ… βœ… βœ… 4
Optimizing Cycle Life Prediction of Lithium-ion Batteries via a Physics-Informed Model ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Optimizing Estimators of Squared Calibration Errors in Classification βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Oscillations Make Neural Networks Robust to Quantization ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Out of Spuriousity: Improving Robustness to Spurious Correlations without Group Annotations ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Out-of-Distribution Learning with Human Feedback βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Outcome-based Reinforcement Learning to Predict the Future ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Overcoming Knowledge Barriers: Online Imitation Learning from Visual Observation with Pretrained World Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
PASCAL: Precise and Efficient ANN- SNN Conversion using Spike Accumulation and Adaptive Layerwise Activation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
PCF Learned Sort: a Learning Augmented Sort Algorithm with $\mathcal{O}(n \log\log n)$ Expected Complexity βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
PICore: Physics-Informed Unsupervised Coreset Selection for Data Efficient Neural Operator Training βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
PRIMO: Private Regression in Multiple Outcomes βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
PROPS: Progressively Private Self-alignment of Large Language Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
PROXI: Challenging the GNNs for Link Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
PSC: Posterior Sampling-Based Compression βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Part-aware Prompted Segment Anything Model for Adaptive Segmentation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Partial-Label Learning with a Reject Option βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Partially Frozen Random Networks Contain Compact Strong Lottery Tickets ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Path-Specific Counterfactual Fairness via Dividend Correction βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Permissive Information-Flow Analysis for Large Language Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Personalization of Large Language Models: A Survey ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Personalized Federated Learning via Low-Rank Matrix Optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Personalized Layer Selection for Graph Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Personalized Negative Reservoir for Incremental Learning in Recommender Systems βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Personalized Privacy Amplification via Importance Sampling βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Phase-driven Generalizable Representation Learning for Nonstationary Time Series Classification ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Physics of Language Models: Part 1, Learning Hierarchical Language Structures βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Piecewise Constant Spectral Graph Neural Network βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Pitfalls in Evaluating Inference-time Methods for Improving LLM Reliability ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
PixelWorld: Towards Perceiving Everything as Pixels ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Policy Optimization via Adv2: Adversarial Learning on Advantage Functions βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Policy-Guided Search on Tree-of-Thoughts for Efficient Problem Solving with Bounded Language Model Queries βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Positional Encoder Graph Quantile Neural Networks for Geographic Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Posterior Sampling for Reinforcement Learning on Graphs βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Pre-Training Representations of Binary Code Using Contrastive Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Pre-trained Language Models Improve the Few-shot Prompt Ability of Decision Transformer βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Pre-trained Vision-Language Models Learn Discoverable Visual Concepts ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Predictable Reinforcement Learning Dynamics through Entropy Rate Minimization βœ… βœ… βœ… ❌ ❌ ❌ ❌ 3
Predicting sub-population specific viral evolution ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Predictive Control and Regret Analysis of Non-Stationary MDP with Look-ahead Information βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Pref-GUIDE: Continual Policy Learning from Real-Time Human Feedback via Preference-Based Learning βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Preference Discerning with LLM-Enhanced Generative Retrieval βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Preferential Multi-Objective Bayesian Optimization βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Preserving Angles Improves Feature Distillation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Preserving Expert-Level Privacy in Offline Reinforcement Learning βœ… ❌ βœ… ❌ ❌ βœ… βœ… 4
Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Preventing Conflicting Gradients in Neural Marked Temporal Point Processes ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Prior Learning in Introspective VAEs βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Prior Specification for Exposure-based Bayesian Matrix Factorization ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
PrivShap: A Finer-granularity Network Linearization Method for Private Inference βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Privacy Awareness for Information-Sharing Assistants: A Case-study on Form-filling with Contextual Integrity ❌ ❌ ❌ ❌ ❌ βœ… βœ… 2
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Privacy-Aware Time Series Synthesis via Public Knowledge Distillation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Private Fine-tuning of Large Language Models with Zeroth-order Optimization βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Private Regression via Data-Dependent Sufficient Statistic Perturbation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Private and Fair Machine Learning: Revisiting the Disparate Impact of Differentially Private SGD ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Probabilistic neural operators for functional uncertainty quantification ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Probabilities of Chat LLMs Are Miscalibrated but Still Predict Correctness on Multiple-Choice Q&A ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Producers Equilibria and Dynamics in Engagement-Driven Recommender Systems βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Prompt Engineering Techniques for Language Model Reasoning Lack Replicability ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Provable Quantum Algorithm Advantage for Gaussian Process Quadrature βœ… βœ… ❌ ❌ ❌ ❌ βœ… 3
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Proximal Policy Distillation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Pruning Feature Extractor Stacking for Cross-domain Few-shot Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Pseudo-Asynchronous Local SGD: Robust and Efficient Data-Parallel Training βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Pseudo-Physics-Informed Neural Operators: Enhancing Operator Learning from Limited Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Qualifying Knowledge and Knowledge Sharing in Multilingual Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Quantifying Context Bias in Domain Adaptation for Object Detection βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Quasipseudometric Value Functions with Dense Rewards βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
RANa: Retrieval-Augmented Navigation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
RESTOR: Knowledge Recovery in Machine Unlearning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
REX: GPU-Accelerated Sim2Real Framework with Delay and Dynamics Estimation βœ… βœ… ❌ ❌ βœ… ❌ βœ… 4
RIZE: Adaptive Regularization for Imitation Learning βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
RLeXplore: Accelerating Research in Intrinsically-Motivated Reinforcement Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Random Erasing vs. Model Inversion: A Promising Defense or a False Hope? βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Random Policy Enables In-Context Reinforcement Learning within Trust Horizons βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Random Walk Diffusion for Efficient Large-Scale Graph Generation βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Rational Tuning of LLM Cascades via Probabilistic Modeling βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
ReHub: Linear Complexity Graph Transformers with Adaptive Hub-Spoke Reassignment βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Real-Time Privacy Preservation for Robot Visual Perception βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Reassessing Fairness: A Reproducibility Study of NIFA’s Impact on GNN Models ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Recall and Refine: A Simple but Effective Source-free Open- set Domain Adaptation Framework ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning without Strong Duality βœ… ❌ ❌ ❌ βœ… βœ… βœ… 4
Recurrent Natural Policy Gradient for POMDPs βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Recursive SNE: Fast Prototype-Based t-SNE for Large-Scale and Online Data βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
RefDeblur: Blind Motion Deblurring with Self-Generated Reference Image ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Referential communication in heterogeneous communities of pre-trained visual deep networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
RefinedFields: Radiance Fields Refinement for Planar Scene Representations βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Registers in Small Vision Transformers: A Reproducibility Study of Vision Transformers Need Registers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Regret Analysis of Posterior Sampling-Based Expected Improvement for Bayesian Optimization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Regularized Gradient Clipping Provably Trains Wide and Deep Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Reheated Gradient-based Discrete Sampling for Combinatorial Optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Reinforcement Learning for Causal Discovery without Acyclicity Constraints βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Reinforcement Learning from Bagged Reward βœ… βœ… βœ… ❌ βœ… βœ… βœ… 6
Reinforcement Learning from Human Feedback with Active Queries βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Relationship between Batch Size and Number of Steps Needed for Nonconvex Optimization of Stochastic Gradient Descent using Armijo-Line-Search Learning Rate βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Relative Phase Equivariant Deep Neural Systems for Physical Layer Communications ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Reliable and Responsible Foundation Models ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Remembering to Be Fair Again: Reproducing Non-Markovian Fairness in Sequential Decision Making ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Removing Structured Noise using Diffusion Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Reproducibility Study of "Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation" ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Reproducibility Study of "Improving Interpretation Faithfulness For Vision Transformers" βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Reproducibility Study of ’SLICE: Stabilized LIME for Consistent Explanations for Image Classification’ ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Reproducibility study of "Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals" ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Reset-free Reinforcement Learning with World Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
ResiDual Transformer Alignment with Spectral Decomposition βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Respecting the limit: Bayesian optimization with a bound on the optimal value βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Responsive Noise-Relaying Diffusion Policy: Responsive and Efficient Visuomotor Control βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Rethinking Knowledge Transfer in Learning Using Privileged Information ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Rethinking MUSHRA: Addressing Modern Challenges in Text-to-Speech Evaluation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Rethinking Memory in Continual Learning: Beyond a Monolithic Store of the Past βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Rethinking Patch Dependence for Masked Autoencoders βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Rethinking Robustness in Machine Learning: A Posterior Agreement Approach ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Rethinking Spectral Augmentation for Contrast-based Graph Self-Supervised Learning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Rethinking the Value of Training-Free Structured Pruning of LLMs ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Retrieve, Merge, Predict: Augmenting Tables with Data Lakes βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Return-Aligned Decision Transformer ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Revisiting B2T: Discovering and Mitigating Visual Biases through Keyword Explanations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Revisiting Contrastive Divergence for Density Estimation and Sample Generation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Revisiting CroPA: A Reproducibility Study and Enhancements for Cross-Prompt Adversarial Transferability in Vision-Language Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Revisiting Data Augmentation for Ultrasound Images ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Revisiting Deep Hybrid Models for Out-of-Distribution Detection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Revisiting Discover-then-Name Concept Bottleneck Models: A Reproducibility Study ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Revisiting XRec: How Collaborative Signals Influence LLM-Based Recommendation Explanations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Reviving Life on the Edge: Joint Score-Based Graph Generation of Rich Edge Attributes ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Reward Distance Comparisons Under Transition Sparsity βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Reward-based Autonomous Online Learning Framework for Resilient Cooperative Target Monitoring using a Swarm of Robots βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Rewarding the Rare: Maverick-Aware Shapley Valuation in Federated Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Reweighting Improves Conditional Risk Bounds ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Riemann-Lebesgue Forest for Regression βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Risk-controlling Prediction with Distributionally Robust Optimization ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Risk‑Seeking Reinforcement Learning via Multi‑Timescale EVaR Optimization βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
RoboRAN: A Unified Robotics Framework for Reinforcement Learning-Based Autonomous Navigation ❌ βœ… ❌ ❌ βœ… ❌ βœ… 3
Robust High-Dimensional Mean Estimation With Low Data Size, an Empirical Study ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Robust Model Selection of Gaussian Graphical Models βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Robust Multimodal Learning via Cross-Modal Proxy Tokens ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Robust Offline Imitation Learning from Diverse Auxiliary Data βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Robust Preference Optimization through Reward Model Distillation ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Robust Reinforcement Learning in a Sample-Efficient Setting βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Robust Symbolic Regression for Dynamical System Identification βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Robustness in Large Language Models: A Survey of Mitigation Strategies and Evaluation Metrics ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Rollout Total Correlation for Deep Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
RouteFinder: Towards Foundation Models for Vehicle Routing Problems ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
SAFE-NID: Self-Attention with Normalizing-Flow Encodings for Network Intrusion Detection ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SAIF: Sparse Adversarial and Imperceptible Attack Framework βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
SCNode: Spatial and Contextual Coordinates for Graph Representation Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SE3Set: Harnessing Equivariant Hypergraph Neural Networks for Molecular Representation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
SEE-DPO: Self Entropy Enhanced Direct Preference Optimization ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
SELU: Self-Learning Embodied Multimodal Large Language Models in Unknown Environments βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
SETS: Leveraging Self-Verification and Self-Correction for Improved Test-Time Scaling βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
SIRE: SE(3) Intrinsic Rigidity Embeddings ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
SPFormer: Enhancing Vision Transformer with Superpixel Representation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
SPONGE: Competing Sparse Language Representations for Effective Knowledge Transfer ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SR-Reward: Taking The Path More Traveled βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
STLDM: Spatio-Temporal Latent Diffusion Model for Precipitation Nowcasting ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
SaFARi: State-Space Models for Frame-Agnostic Representation ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Salsa Fresca: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors ❌ ❌ ❌ ❌ βœ… βœ… βœ… 3
Sample, estimate, aggregate: A recipe for causal discovery foundation models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Sample-efficient decoding of visual stimuli from fMRI through inter-individual functional alignment ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Say My Name: a Model's Bias Discovery Framework ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Scalable Generative Modeling of Weighted Graphs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Scalable Multi-Output Gaussian Processes with Stochastic Variational Inference ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Scaling Channel-Adaptive Self-Supervised Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Scaling Laws for Predicting Downstream Performance in LLMs ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Scaling Laws of Distributed Random Forests βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Scaling and Distilling Transformer Models for sEMG ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Schauder Bases for $C[0, 1]$ Using ReLU, Softplus and Two Sigmoidal Functions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Score-Based Denoising Diffusion Models for Photon-Starved Image Restoration Problems βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Script: Graph-Structured and Query-Conditioned Semantic Token Pruning for Multimodal Large Language Models ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Seeing Beyond Labels: Source-Free Domain Adaptation via Hypothesis Consolidation of Prediction Rationale βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Selective Concept Bottleneck Models Without Predefined Concepts ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Selective Prediction via Training Dynamics βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Self-Supervised Learning on Molecular Graphs: A Systematic Investigation of Masking Design βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SelfEval: Leveraging discriminative nature of generative models for evaluation ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Semantic Alignment for Prompt-Tuning in Vision Language Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Semantic Mapping in Indoor Embodied AI - A Survey on Advances, Challenges, and Future Directions ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Semantic-Syntactic Discrepancy in Images (SSDI): Learning Meaning and Order of Features from Natural Images βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Set-Based Training for Neural Network Verification βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Setting the Record Straight on Transformer Oversmoothing ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Shapley Values of Structured Additive Regression Models and Application to RKHS Weightings of Functions βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Shared Imagination: LLMs Hallucinate Alike ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Shared Stochastic Gaussian Process Latent Variable Models: A Multi-modal Generative model for Quasar spectra βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Shedding Light on Problems with Hyperbolic Graph Learning ❌ βœ… βœ… ❌ βœ… ❌ ❌ 3
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SimPLR: A Simple and Plain Transformer for Efficient Object Detection and Segmentation ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Simple Calibration via Geodesic Kernels βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Simple and Nearly-Optimal Sampling for Rank-1 Tensor Completion via Gauss-Jordan βœ… ❌ ❌ ❌ ❌ ❌ ❌ 1
Simplifying Knowledge Transfer in Pretrained Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Simulation-based Bayesian Inference from Privacy Protected Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Single-pass Detection of Jailbreaking Input in Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Single-positive Multi-label Learning with Label Cardinality βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Slicing Unbalanced Optimal Transport βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Slicing the Gaussian Mixture Wasserstein Distance βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Solution Augmentation for ARC Problems Using GFlowNet: A Probabilistic Exploration Approach βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Solving Inverse Problems using Diffusion with Iterative Colored Renoising βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Solving Multi-agent Path Finding as an LLM Benchmark: How, How Good and Why ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Solving the Cold Start Problem on One's Own as an End User via Preference Transfer ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Sortability of Time Series Data ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
SoundnessBench: A Soundness Benchmark for Neural Network Verifiers βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Spaced Scheduling for Large Language Model Training βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Sparse Decomposition of Graph Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Sparse Multiple Kernel Learning: Alternating Best Response and Semidefinite Relaxations βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Sparse Neural Architectures via Deterministic Ramanujan Graphs ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Sparse, Efficient and Explainable Data Attribution with DualXDA ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Sparse-Input Neural Network using Group Concave Regularization ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Sparse-to-Sparse Training of Diffusion Models βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
SparseDiff: Sparse Discrete Diffusion for Scalable Graph Generation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Sparser, Better, Faster, Stronger: Sparsity Detection for Efficient Automatic Differentiation ❌ βœ… βœ… ❌ βœ… βœ… ❌ 4
Sparsified State-Space Models are Efficient Highway Networks ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Sparsity regularization via tree-structured environments for disentangled representations ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Sparsity-Driven Plasticity in Multi-Task Reinforcement Learning ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Spatio-temporal Partial Sensing Forecast of Long-term Traffic ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Spectral Clustering and Labeling for Crowdsourcing with Inherently Distinct Task Types βœ… ❌ βœ… ❌ ❌ ❌ ❌ 2
Speech Synthesis By Unrolling Diffusion Process using Neural Network Layers βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
Spurious Privacy Leakage in Neural Networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Stabilizing black-box model selection with the inflated argmax βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Stabilizing the Kumaraswamy Distribution βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Stacking Variational Bayesian Monte Carlo βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
State space models can express $n$-gram languages ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
State-Constrained Offline Reinforcement Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Statistical Error Bounds for GANs with Nonlinear Objective Functionals ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Statistical Guarantees for Approximate Stationary Points of Shallow Neural Networks ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Statistical Test for Saliency Maps of Graph Neural Networks via Selective Inference βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Step-Controlled DPO: Leveraging Stepwise Errors for Enhancing Mathematical Reasoning of Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Stochastic Block Model-Aware Topological Neural Networks for Graph Link Prediction ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Stochastic Primal-Dual Double Block-Coordinate for Two- way Partial AUC Maximization βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Stochastic Subspace Descent Accelerated via Bi-fidelity Line Search βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Streaming Heteroscedastic Probabilistic PCA with Missing Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Streamlining Language Models via Semantic Basis Analysis βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Studying Exploration in RL: An Optimal Transport Analysis of Occupancy Measure Trajectories ❌ βœ… βœ… βœ… ❌ βœ… βœ… 5
Studying memorization of large language models using answers to Stack Overflow questions ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
SuFP: Piecewise Bit Allocation Floating-Point for Robust Neural Network Quantization βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Successor Clusters: A Behavior Basis for Unsupervised Zero-Shot Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Superposition as Lossy Compression β€” Measure with Sparse Autoencoders and Connect to Adversarial Vulnerability ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Survey of Video Diffusion Models: Foundations, Implementations, and Applications βœ… βœ… βœ… ❌ βœ… ❌ ❌ 4
SynCode: LLM Generation with Grammar Augmentation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Synchrony-Gated Plasticity with Dopamine Modulation for Spiking Neural Networks βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Synthesizing Minority Samples for Long-tailed Classification via Distribution Matching βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Synthesizing world models for bilevel planning βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Synthetic Data is Sufficient for Zero-Shot Visual Generalization from Offline Data ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
System-2 Mathematical Reasoning via Enriched Instruction Tuning ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
System-Aware Neural ODE Processes for Few-Shot Bayesian Optimization βœ… βœ… ❌ βœ… βœ… βœ… βœ… 6
T2L: Efficient Zero-Shot Action Recognition with Temporal Token Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TACO Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression βœ… ❌ βœ… ❌ βœ… βœ… βœ… 5
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TFAR: A Training-Free Framework for Autonomous Reliable Reasoning in Visual Question Answering βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
TP-Blend: Textual-Prompt Attention Pairing for Precise Object-Style Blending in Diffusion Models ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
TRA: Better Length Generalisation with Threshold Relative Attention βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
TRIDE: A Text-assisted Radar-Image weather-aware fusion network for Depth Estimation ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Table Foundation Models: on knowledge pre-training for tabular learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TapWeight: Reweighting Pretraining Objectives for Task-Adaptive Pretraining βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Task Arithmetic Through The Lens Of One-Shot Federated Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Task Diversity Shortens the In-Context Learning Plateau βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Taxonomy, Opportunities, and Challenges of Representation Engineering for Large Language Models ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Teaching Diffusion Models to Ground Alpha Matte ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
TempFlex: Advancing MLLMs with Temporal Perception and Natively Scalable Resolution Encoding ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Temporal Test-Time Adaptation with State-Space Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Temporal horizons in forecasting: a performance-learnability trade-off βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Test-Time Adaptation with Source Based Auxiliary Tasks ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Test-Time Fairness and Robustness in Large Language Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Testing with Non-identically Distributed Samples ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Text to Stealthy Adversarial Face Masks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Text-to-Image Generation Via Energy-Based CLIP βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
The 2023 Foundation Model Transparency Index ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The 2024 Foundation Model Transparency Index ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
The AI Hippocampus: How Far are We From Human Memory? ❌ βœ… βœ… βœ… ❌ ❌ ❌ 3
The Accuracy Cost of Weakness: A Theoretical Analysis of Fixed-Segment Weak Labeling for Events in Time ❌ βœ… βœ… ❌ ❌ ❌ ❌ 2
The BrowserGym Ecosystem for Web Agent Research βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
The Choice of Normalization Influences Shrinkage in Regularized Regression ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
The Diffusion Process as a Correlation Machine: Linear Denoising Insights βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
The Elusive Pursuit of Reproducing PATE-GAN: Benchmarking, Auditing, Debugging βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance ❌ ❌ βœ… ❌ βœ… ❌ ❌ 2
The Geometry of Phase Transitions in Diffusion Models: Tubular Neighbourhoods and Singularities βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
The Initialization Determines Whether In-Context Learning Is Gradient Descent ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
The Over-Certainty Phenomenon in Modern Test-Time Adaptation Algorithms βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
The Overcooked Generalisation Challenge: Evaluating Cooperation with Novel Partners in Unknown Environments Using Unsupervised Environment Design ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
The Performance Of The Unadjusted Langevin Algorithm Without Smoothness Assumptions βœ… ❌ ❌ βœ… ❌ ❌ βœ… 3
The RealHumanEval: Evaluating Large Language Models’ Abilities to Support Programmers ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
The Sparse Matrix-Based Random Projection: A Study of Binary and Ternary Quantization ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
The Time-Energy Model: Selective Time-Series Forecasting Using Energy-Based Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
The inexact power augmented Lagrangian method for constrained nonconvex optimization βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Theoretical Learning Performance of Graph Networks: the Impact of Jumping Connections and Layer-wise Sparsification βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Thompson Sampling For Bandits With Cool-Down Periods βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Thoughts and Lessons on Using Visual Foundation Models for Manipulation βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
TicketLLM: Next-Generation Sparse and Low-bit Transformers with Supermask-based Method ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Tighter sparse variational Gaussian processes ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Time Series Domain Adaptation via Channel-Selective Representation Alignment ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Time-Uniform Confidence Spheres for Means of Random Vectors ❌ βœ… ❌ ❌ ❌ ❌ βœ… 2
TimeAutoDiff: A Unified Framework for Generation, Imputation, Forecasting, and Time-Varying Metadata Conditioning of Heterogeneous Time Series Tabular Data βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
To Be Greedy, or Not to Be – That Is the Question for Population Based Training Variants ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Top-$k$ Feature Importance Ranking βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Toward Linearly Regularizing the Geometric Bottleneck of Linear Generalized Attention βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Towards Efficient Contrastive PAC Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards Formalizing Spuriousness of Biased Datasets Using Partial Information Decomposition βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Towards LifeSpan Cognitive Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Towards Measuring Predictability: To which extent data-driven approaches can extract deterministic relations from data exemplified with time series prediction and classification βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards Robust Scale-Invariant Mutual Information Estimators ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Towards Undistillable Models by Minimizing Conditional Mutual Information βœ… βœ… βœ… βœ… βœ… βœ… βœ… 7
Towards context and domain-aware algorithms for scene analysis βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Towards identifiability of micro total effects in summary causal graphs with latent confounding: extension of the front-door criterion ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Towards shutdownable agents via stochastic choice ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Tracing Facts or just Copies? A critical investigation of the Competitions of Mechanisms in Large Language Models ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Tracking the Median of Gradients with a Stochastic Proximal Point Method ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Tractable Representation Learning with Probabilistic Circuits βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Training Dynamics of Learning 3D-Rotational Equivariance ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Transfer Learning in $\ell_1$ Regularized Regression: Hyperparameter Selection Strategy based on Sharp Asymptotic Analysis ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Transferring Reasoning Capabilities between LLMs operating via Curriculum Learning Policy ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Transformers in Uniform TC$^0$ ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Transformers trained on proteins can learn to attend to Euclidean distance ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Tree Search for Language Model Agents βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Tree Structure for the Categorical Wasserstein Weisfeiler-Lehman Graph Kernel βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Triple Preference Optimization: Achieving Better Alignment using a Single Step Optimization ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Two Is Better Than One: Aligned Representation Pairs for Anomaly Detection ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Two-Step Offline Preference-Based Reinforcement Learning on Explicitly Constrained Policies βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
UMP-Net: Uncertainty-Aware Mixture of Prompts Network for Efficient Instruction Tuning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
UnSTAR: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unbiased Loss Functions for Multilabel Classification with Missing Labels ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Uncertainty Quantification in Retrieval Augmented Question Answering ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Uncertainty-Based Experience Replay for Task-Agnostic Continual Reinforcement Learning βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Uncertainty-aware Reward Design Process βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
Uncovering Strong Lottery Tickets in Graph Transformers: A Path to Memory Efficient and Robust Graph Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Understanding Class Bias Amplification in Graph Representation Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Understanding Embedding Scaling in Collaborative Filtering βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Understanding Emergent In-Context Learning from a Kernel Regression Perspective ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Understanding Fine-tuning in Approximate Unlearning: A Theoretical Perspective ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Understanding In-Context Learning of Linear Models in Transformers Through an Adversarial Lens ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Understanding LLM Embeddings for Regression ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Understanding Self-supervised Contrastive Learning through Supervised Objectives ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Understanding and Reducing the Class-Dependent Effects of Data Augmentation with A Two-Player Game Approach βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Understanding and Robustifying Sub-domain Alignment for Domain Adaptation βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Understanding the learned look-ahead behavior of chess neural networks ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
UniZero: Generalized and Efficient Planning with Scalable Latent World Models βœ… βœ… βœ… ❌ βœ… ❌ βœ… 5
Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Unified Preference Optimization: Language Model Alignment Beyond the Preference Frontier βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Unified Risk Analysis for Weakly Supervised Learning ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
Unified Wisdom: Harnessing Collaborative Learning to Improve Efficacy of Knowledge Distillation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Uniform Noise Distribution and Compact Clusters: Unveiling the Success of Self-Supervised Learning in Label Noise ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Unifying Generative and Dense Retrieval for Sequential Recommendation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unifying Linear-Time Attention via Latent Probabilistic Modelling βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unifying Self-Supervised Clustering and Energy-Based Models βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Universal Black-Box Targeted Reward Poisoning Attack Against Online Deep Reinforcement Learning βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Universal Differential Equations for Stable Multi-Step Volatility Time Series Forecasting ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
Universal Link Predictor By In-Context Learning on Graphs ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unlabelled Compressive Sensing under Sparse Permutation and Prior Information βœ… ❌ ❌ ❌ ❌ ❌ βœ… 2
Unlearning Misalignment for Personalized LLM Adaptation via Instance-Response-Dependent Discrepancies ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Unlearning Personal Data from a Single Image βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models βœ… βœ… βœ… βœ… ❌ ❌ ❌ 4
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Unlocking the matrix form of the Quaternion Fourier Transform and Quaternion Convolution: Properties, connections, and application to Lipschitz constant bounding ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
Unmasking Trees for Tabular Data βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Unreasonable effectiveness of LLM reasoning: a doubly cautionary tale of temporal question-answering ❌ ❌ βœ… βœ… ❌ ❌ ❌ 2
Unsupervised Anomaly Detection through Mass Repulsing Optimal Transport βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Unsupervised Discovery of Object-Centric Neural Fields ❌ βœ… ❌ βœ… βœ… ❌ βœ… 4
Unsupervised Panoptic Interpretation of Latent Spaces in GANs Using Space-Filling Vector Quantization ❌ βœ… βœ… ❌ ❌ ❌ βœ… 3
Unveiling Multiple Descents in Unsupervised Autoencoders ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Using Platt’s scaling for calibration after undersampling β€” limitations and how to address them ❌ ❌ ❌ βœ… ❌ βœ… βœ… 3
Using representation balancing to learn conditional-average dose responses from clustered data ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
VColRL: Learn to solve the Vertex Coloring Problem using Reinforcement Learning ❌ βœ… βœ… βœ… βœ… βœ… βœ… 6
VLM’s Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models ❌ ❌ ❌ βœ… βœ… ❌ βœ… 3
VSCoDe: Visual-Augmentation Selection for Contrastive Decoding βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
Variance Dichotomy in Feature Spaces of Facial Recognition Systems is a Weak Defense against Simple Weight Manipulation Attacks ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
Variance Reduced Smoothed Functional REINFORCE Policy Gradient Algorithms βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
Variance Reduction of Stochastic Hypergradient Estimation by Mixed Fixed-Point Iteration βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Variation Matters: from Mitigating to Embracing Zero-Shot NAS Ranking Function Variation βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Variational Neural Stochastic Differential Equations with Change Points βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Variational Online Mirror Descent for Robust Learning in SchrΓΆdinger Bridge βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Variational Stochastic Gradient Descent for Deep Neural Networks βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Verbalized Machine Learning: Revisiting Machine Learning with Language Models βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
ViTime: Foundation Model for Time Series Forecasting Powered by Vision Intelligence ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Video-Language Critic: Transferable Reward Functions for Language-Conditioned Robotics ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Vision-Language Models Provide Promptable Representations for Reinforcement Learning βœ… ❌ βœ… βœ… βœ… βœ… βœ… 6
Visual Privacy Auditing with Diffusion Models βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
Visual-Word Tokenizer: Beyond Fixed Sets of Tokens in Vision Transformers ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Visually Descriptive Language Model for Vector Graphics Reasoning ❌ ❌ βœ… βœ… βœ… βœ… βœ… 5
Walking on the Fiber: A Simple Geometric Approximation for Bayesian Neural Networks βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
Wasserstein Coreset via Sinkhorn Loss βœ… ❌ βœ… ❌ ❌ ❌ βœ… 3
Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust ❌ ❌ βœ… βœ… βœ… ❌ βœ… 4
Weakly Supervised Object Segmentation by Background Conditional Divergence βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
What Makes ImageNet Look Unlike LAION ❌ βœ… βœ… βœ… ❌ ❌ βœ… 4
What Matters for Model Merging at Scale? ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images ❌ ❌ βœ… βœ… ❌ ❌ βœ… 3
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
What’s Left After Distillation? How Knowledge Transfer Impacts Fairness and Bias βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
When Are Bias-Free ReLU Networks Effectively Linear Networks? ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training ❌ βœ… βœ… ❌ βœ… βœ… βœ… 5
When SNN meets ANN: Error-Free ANN-to-SNN Conversion for Extreme Edge Efficiency βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
When Should Reinforcement Learning Use Causal Reasoning? ❌ ❌ ❌ ❌ ❌ ❌ ❌ 0
When resampling/reweighting improves feature learning in imbalanced classification? A toy-model study ❌ ❌ ❌ ❌ ❌ ❌ βœ… 1
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey ❌ ❌ ❌ ❌ βœ… ❌ βœ… 2
Where are we with calibration under dataset shift in image classification? βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
Where to Intervene: Action Selection in Deep Reinforcement Learning βœ… ❌ βœ… βœ… βœ… ❌ βœ… 5
Which Backbone to Use: A Resource-efficient Domain Specific Comparison for Computer Vision ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Why Settle for Mid: A Probabilistic Viewpoint to Spatial Relationship Alignment in Text-to-image Models ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
Why is constrained neural language generation particularly challenging? ❌ ❌ βœ… ❌ ❌ ❌ ❌ 1
Wolf: Dense Video Captioning with a World Summarization Framework ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
Wonderful Team: Zero-Shot Physical Task Planning with Visual LLMs βœ… βœ… βœ… ❌ ❌ ❌ βœ… 4
YRC-Bench: A Benchmark for Learning to Coordinate with Experts βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
YoooP: You Only Optimize One Prototype per Class for Non-Exemplar Incremental Learning βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Zero-1-to-G: Taming Pretrained 2D Diffusion Model for Direct 3D Generation ❌ ❌ βœ… ❌ βœ… ❌ βœ… 3
Zero-shot CLIP Class Forgetting via Text-image Space Adaptation ❌ ❌ βœ… ❌ ❌ ❌ βœ… 2
Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Zoomer: Adaptive Image Focus Optimization for Black-box MLLM βœ… ❌ βœ… βœ… ❌ ❌ βœ… 4
[RE] GNNBoundary: Finding Boundaries and Going Beyond Them ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
[RE] GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
[Re] Benchmarking LLM Capabilities in Negotiation through Scoreable Games ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
[Re] Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
[Re] Improving Interpretation Faithfulness for Vision Transformers ❌ βœ… βœ… ❌ βœ… ❌ βœ… 4
\copyright Plug-in Authorization for Human Copyright Protection in Text-to-Image Model βœ… βœ… βœ… βœ… ❌ βœ… βœ… 6
crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with Noisy Labels ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5
k-NN as a Simple and Effective Estimator of Transferability ❌ ❌ βœ… βœ… ❌ βœ… βœ… 4
kNNSampler: Stochastic Imputations for Recovering Missing Value Distributions βœ… βœ… βœ… βœ… ❌ ❌ βœ… 5
nnActive: A Framework for Evaluation of Active Learning in 3D Biomedical Segmentation βœ… βœ… βœ… βœ… βœ… ❌ βœ… 6
Ξ½SAM: Memory-Efficient Sharpness-Aware Minimization via Nuclear Norm Constraints βœ… ❌ βœ… ❌ βœ… ❌ βœ… 4
βˆ‡QDARTS: Quantization as an Elastic Dimension to Differentiable NAS ❌ βœ… βœ… βœ… βœ… ❌ βœ… 5