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 [1].

Transactions on Machine Learning Research (TMLR) - 2025

Website:

Venue Year Papers
Reproducibility Score Reproducibility Score based on Gundersen et al. (2025)
Documentation Score Global mean is the average score over the seven reproducibility variables for empirical research papers.
% 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