Reproducibility Index

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

AAAI Conference on Artificial Intelligence (AAAI) - 2018

Documentation Rate of Empirical Papers by Reproducibility Variable

Distribution of Empirical Papers by Number of Documented Variables

Website:

Venue	Year	Papers	Reproducibility Score Reproducibility Score based on Gundersen et al. (2025). See Methods for details.	Documentation Score Documentation Score is the average score over the seven reproducibility variables for empirical research papers. See Methods for details.	% Empirical Percentage of papers that are empirical research vs theoretical research.	% Industry Percentage of empirical research papers with at least one author from Industry.	Website
AAAI	2018	935	0.37	3.24	92.51%	28.09%

Search Papers

	Pseudocode	Open Source Code	Open Datasets	Dataset Splits	Hardware Specification	Software Dependencies	Experiment Setup
280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification	❌	✅	✅	✅	✅	❌	✅	5
3D Box Proposals From a Single Monocular Image of an Indoor Scene	❌	❌	✅	✅	✅	❌	✅	4
A Batch Learning Framework for Scalable Personalized Ranking	✅	❌	✅	✅	✅	✅	✅	6
A Bayesian Clearing Mechanism for Combinatorial Auctions	❌	❌	✅	❌	❌	❌	✅	2
A Cascaded Inception of Inception Network With Attention Modulated Feature Fusion for Human Pose Estimation	❌	✅	✅	✅	❌	❌	❌	3
A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem	✅	❌	✅	❌	❌	❌	✅	3
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns	✅	❌	✅	❌	✅	✅	✅	5
A Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models	✅	❌	✅	✅	❌	❌	✅	4
A Coverage-Based Utility Model for Identifying Unknown Unknowns	✅	✅	✅	✅	❌	❌	✅	5
A Deep Cascade Network for Unaligned Face Attribute Classification	❌	❌	✅	✅	❌	❌	✅	3
A Deep Generative Framework for Paraphrase Generation	❌	❌	✅	✅	❌	❌	✅	3
A Deep Model With Local Surrogate Loss for General Cost-Sensitive Multi-Label Learning	✅	❌	✅	✅	❌	❌	✅	4
A Deep Ranking Model for Spatio-Temporal Highlight Detection From a 360◦ Video	❌	❌	✅	❌	✅	❌	✅	3
A Framework and Positive Results for IAR-answering	✅	❌	✅	❌	❌	❌	✅	3
A Framework for Multistream Regression With Direct Density Ratio Estimation	✅	❌	✅	❌	❌	❌	✅	3
A General Formulation for Safely Exploiting Weakly Supervised Data	❌	✅	✅	✅	❌	❌	✅	4
A Knowledge-Grounded Neural Conversation Model	❌	❌	❌	✅	❌	❌	✅	2
A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents	❌	❌	❌	❌	❌	❌	✅	1
A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data	❌	❌	❌	✅	✅	❌	✅	3
A Multi-View Fusion Neural Network for Answer Selection	❌	❌	✅	✅	❌	❌	✅	3
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction	❌	✅	✅	✅	✅	❌	✅	5
A Network-Specific Markov Random Field Approach to Community Detection	✅	❌	✅	❌	❌	❌	✅	3
A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations	❌	❌	✅	✅	❌	❌	✅	3
A Neural Stochastic Volatility Model	✅	❌	❌	✅	✅	✅	✅	5
A Neural Transition-Based Approach for Semantic Dependency Graph Parsing	✅	✅	✅	✅	❌	❌	✅	5
A Parallelizable Acceleration Framework for Packing Linear Programs	✅	❌	❌	❌	✅	❌	✅	3
A Plasticity-Centric Approach to Train the Non-Differential Spiking Neural Networks	✅	❌	✅	❌	❌	❌	✅	3
A Poisson Gamma Probabilistic Model for Latent Node-Group Memberships in Dynamic Networks	✅	❌	✅	❌	✅	❌	✅	4
A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification	✅	❌	✅	✅	❌	❌	✅	4
A Provable Approach for Double-Sparse Coding	✅	✅	❌	❌	❌	❌	✅	3
A Question-Focused Multi-Factor Attention Network for Question Answering	❌	✅	✅	✅	❌	❌	✅	4
A Recursive Algorithm to Generate Balanced Weekend Tournaments	❌	❌	❌	❌	❌	❌	❌	0
A Recursive Scenario Decomposition Algorithm for Combinatorial Multistage Stochastic Optimisation Problems	✅	❌	❌	❌	✅	✅	✅	4
A Regression Approach for Modeling Games With Many Symmetric Players	❌	❌	❌	❌	❌	❌	✅	1
A SAT+CAS Method for Enumerating Williamson Matrices of Even Order	❌	❌	❌	❌	✅	❌	❌	1
A Semantic QA-Based Approach for Text Summarization Evaluation	❌	❌	✅	❌	❌	❌	✅	2
A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling	❌	❌	✅	❌	✅	❌	✅	3
A Two-Stage MaxSAT Reasoning Approach for the Maximum Weight Clique Problem	✅	✅	✅	❌	✅	✅	✅	6
A Unified Model for Document-Based Question Answering Based on Human-Like Reading Strategy	❌	❌	✅	✅	❌	✅	✅	4
A Voting-Based System for Ethical Decision Making	❌	❌	✅	❌	❌	❌	❌	1
AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games	❌	❌	❌	❌	❌	❌	✅	1
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video	❌	❌	✅	✅	✅	❌	✅	4
AMR Parsing With Cache Transition Systems	❌	❌	✅	✅	❌	❌	✅	3
ARC: Adversarial Robust Cuts for Semi-Supervised and Multi-Label Classification	✅	❌	✅	✅	❌	❌	❌	3
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation	❌	❌	✅	❌	❌	❌	✅	2
Accelerated Best-First Search With Upper-Bound Computation for Submodular Function Maximization	✅	❌	✅	❌	✅	❌	✅	4
Accelerated Method for Stochastic Composition Optimization With Nonsmooth Regularization	✅	❌	❌	❌	❌	❌	✅	2
Accelerated Training for Massive Classification via Dynamic Class Selection	✅	❌	✅	❌	✅	❌	✅	4
Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates	❌	✅	✅	✅	❌	✅	✅	5
Action Branching Architectures for Deep Reinforcement Learning	❌	❌	✅	❌	❌	❌	✅	2
Action Prediction From Videos via Memorizing Hard-to-Predict Samples	❌	❌	✅	❌	✅	❌	✅	3
Action Recognition From Skeleton Data via Analogical Generalization Over Qualitative Representations	❌	❌	✅	✅	❌	❌	✅	3
Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion	❌	❌	✅	✅	❌	❌	✅	3
Action Schema Networks: Generalised Policies With Deep Learning	✅	✅	✅	❌	✅	❌	✅	5
Actionable Email Intent Modeling With Reparametrized RNNs	❌	❌	✅	✅	❌	❌	❌	2
Active Lifelong Learning With “Watchdog”	✅	❌	✅	❌	✅	❌	✅	4
AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training	✅	❌	✅	❌	✅	❌	✅	4
AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling	✅	❌	✅	❌	❌	❌	✅	3
Adapting a Kidney Exchange Algorithm to Align With Human Values	❌	✅	❌	❌	❌	✅	✅	3
Adaptive Co-attention Network for Named Entity Recognition in Tweets	❌	❌	❌	✅	❌	❌	✅	2
Adaptive Feature Abstraction for Translating Video to Text	❌	❌	✅	✅	❌	❌	✅	3
Adaptive Graph Convolutional Neural Networks	✅	❌	✅	✅	❌	❌	❌	3
Adaptive Quantization for Deep Neural Network	❌	❌	✅	✅	✅	✅	✅	5
Addressee and Response Selection in Multi-Party Conversations With Speaker Interaction RNNs	✅	✅	✅	✅	❌	❌	❌	4
Adversarial Discriminative Heterogeneous Face Recognition	❌	❌	✅	✅	❌	❌	✅	3
Adversarial Dropout for Supervised and Semi-Supervised Learning	✅	❌	✅	✅	❌	❌	✅	4
Adversarial Learning for Chinese NER From Crowd Annotations	❌	❌	❌	✅	❌	❌	✅	2
Adversarial Learning of Portable Student Networks	✅	❌	✅	✅	❌	❌	✅	4
Adversarial Network Embedding	❌	❌	✅	❌	❌	❌	✅	2
Adversarial Zero-shot Learning With Semantic Augmentation	✅	❌	✅	❌	❌	❌	✅	3
Algorithms for Generalized Topic Modeling	✅	❌	❌	❌	❌	❌	❌	1
Algorithms for Trip-Vehicle Assignment in Ride-Sharing	✅	❌	❌	❌	❌	❌	✅	2
Allocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources	✅	❌	✅	❌	❌	❌	✅	3
Alternating Circulant Random Features for Semigroup Kernels	❌	❌	✅	✅	✅	❌	✅	4
Alternating Optimisation and Quadrature for Robust Control	✅	❌	❌	❌	❌	❌	❌	1
An AI Planning Solution to Scenario Generation for Enterprise Risk Management	❌	❌	❌	❌	✅	❌	✅	2
An Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation	✅	❌	✅	✅	✅	❌	✅	5
An Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems	✅	❌	❌	❌	❌	❌	✅	2
An Axiomatization of the Eigenvector and Katz Centralities	❌	❌	❌	❌	❌	❌	❌	0
An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems	✅	✅	❌	✅	❌	❌	✅	4
An End-to-End Deep Learning Architecture for Graph Classification	❌	✅	✅	✅	❌	❌	✅	4
An Euclidean Distance Based on Tensor Product Graph Diffusion Related Attribute Value Embedding for Nominal Data Clustering	✅	❌	✅	❌	❌	❌	✅	3
An Experimental Study of Advice in Sequential Decision-Making Under Uncertainty	✅	❌	❌	❌	❌	❌	✅	2
An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments	❌	❌	✅	❌	✅	❌	✅	3
An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences	❌	❌	✅	❌	❌	❌	✅	2
An Interpretable Joint Graphical Model for Fact-Checking From Crowds	❌	✅	✅	✅	✅	❌	✅	5
An Optimal Online Method of Selecting Source Policies for Reinforcement Learning	✅	❌	❌	❌	❌	❌	✅	2
An Unsupervised Model With Attention Autoencoders for Question Retrieval	❌	❌	✅	✅	❌	❌	✅	3
Anchors: High-Precision Model-Agnostic Explanations	✅	✅	✅	✅	❌	❌	✅	5
Answering Regular Path Queries over SQ Ontologies	❌	❌	❌	❌	❌	❌	❌	0
Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification	❌	❌	✅	✅	❌	❌	✅	3
Anytime Anyspace AND/OR Best-First Search for Bounding Marginal MAP	✅	❌	✅	❌	❌	❌	✅	3
Approximate Inference via Weighted Rademacher Complexity	✅	❌	✅	❌	❌	❌	✅	3
Approximate Vanishing Ideal via Data Knotting	✅	❌	✅	✅	❌	❌	❌	3
Approximate and Exact Enumeration of Rule Models	✅	❌	✅	❌	❌	❌	✅	3
Approximately Stable Matchings With Budget Constraints	✅	❌	❌	❌	❌	❌	❌	1
Approximating Bribery in Scoring Rules	✅	❌	❌	❌	❌	❌	❌	1
Approximation-Variance Tradeoffs in Facility Location Games	❌	❌	❌	❌	❌	❌	❌	0
Argument Mining for Improving the Automated Scoring of Persuasive Essays	❌	❌	✅	✅	❌	❌	✅	3
Armstrong’s Axioms and Navigation Strategies	❌	❌	❌	❌	❌	❌	❌	0
Asking Friendly Strangers: Non-Semantic Attribute Transfer	❌	❌	✅	✅	❌	❌	✅	3
Assertion-Based QA With Question-Aware Open Information Extraction	❌	❌	✅	✅	❌	❌	❌	2
Asymmetric Action Abstractions for Multi-Unit Control in Adversarial Real-Time Games	✅	❌	❌	❌	✅	❌	✅	3
Asymmetric Deep Supervised Hashing	✅	❌	✅	✅	✅	❌	✅	5
Asymmetric Joint Learning for Heterogeneous Face Recognition	✅	❌	✅	❌	✅	✅	✅	5
Asynchronous Bidirectional Decoding for Neural Machine Translation	❌	✅	✅	✅	✅	❌	✅	5
Asynchronous Doubly Stochastic Sparse Kernel Learning	✅	❌	✅	❌	✅	❌	✅	4
Attend and Diagnose: Clinical Time Series Analysis Using Attention Models	✅	❌	✅	✅	❌	❌	✅	4
Attention-Based Transactional Context Embedding for Next-Item Recommendation	✅	❌	✅	✅	❌	❌	✅	4
Attention-based Belief or Disbelief Feature Extraction for Dependency Parsing	❌	❌	✅	✅	❌	❌	✅	3
Attention-via-Attention Neural Machine Translation	❌	❌	✅	✅	✅	❌	✅	4
Audio Visual Attribute Discovery for Fine-Grained Object Recognition	❌	❌	✅	✅	❌	❌	✅	3
Augmenting End-to-End Dialogue Systems With Commonsense Knowledge	❌	❌	✅	✅	❌	❌	✅	3
Auto-Balanced Filter Pruning for Efficient Convolutional Neural Networks	✅	❌	✅	❌	✅	✅	✅	5
AutoEncoder by Forest	✅	❌	✅	❌	✅	❌	✅	4
Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments	❌	❌	✅	❌	✅	❌	✅	3
Automatic Generation of Text Descriptive Comments for Code Blocks	❌	✅	✅	✅	❌	❌	✅	4
Automatic Model Selection in Subspace Clustering via Triplet Relationships	✅	❌	✅	❌	❌	❌	❌	2
Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks	✅	❌	✅	✅	❌	❌	✅	4
Automatic Segmentation of Data Sequences	✅	❌	❌	❌	✅	❌	✅	3
Average-Case Approximation Ratio of Scheduling Without Payments	❌	❌	❌	❌	❌	❌	❌	0
Avoiding Dead Ends in Real-Time Heuristic Search	✅	❌	❌	❌	❌	✅	✅	3
Axioms for Distance-Based Centralities	❌	❌	❌	❌	❌	❌	❌	0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems	❌	❌	✅	❌	❌	❌	✅	2
Balanced Clustering via Exclusive Lasso: A Pragmatic Approach	✅	❌	✅	❌	❌	❌	✅	3
Batchwise Patching of Classifiers	❌	✅	✅	❌	❌	❌	✅	3
Bayesian Functional Optimization	✅	❌	✅	✅	❌	❌	✅	4
Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure	❌	✅	✅	❌	❌	❌	✅	3
Bayesian Verb Sense Clustering	✅	❌	✅	❌	❌	❌	❌	2
Behavior Is Everything: Towards Representing Concepts with Sensorimotor Contingencies	❌	✅	✅	❌	❌	❌	✅	3
Belief Reward Shaping in Reinforcement Learning	✅	❌	❌	❌	❌	❌	✅	2
Bernoulli Embeddings for Graphs	❌	❌	✅	✅	✅	❌	✅	4
Beyond Distributive Fairness in Algorithmic Decision Making: Feature Selection for Procedurally Fair Learning	❌	✅	✅	✅	❌	❌	✅	4
Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space	✅	✅	✅	❌	❌	❌	✅	4
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability	✅	✅	✅	✅	❌	❌	✅	5
Binary Generative Adversarial Networks for Image Retrieval	❌	✅	✅	❌	❌	❌	✅	3
Boosted Generative Models	✅	✅	✅	✅	❌	❌	✅	5
Brute-Force Facial Landmark Analysis With a 140,000-Way Classifier	❌	❌	✅	✅	❌	❌	✅	3
Budget-Constrained Multi-Armed Bandits With Multiple Plays	✅	❌	❌	❌	❌	❌	❌	1
Building Continuous Occupancy Maps With Moving Robots	❌	❌	✅	❌	✅	❌	✅	3
Building Deep Networks on Grassmann Manifolds	❌	❌	✅	✅	✅	❌	✅	4
Byte-Level Machine Reading Across Morphologically Varied Languages	❌	❌	✅	✅	❌	❌	✅	3
CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity	❌	❌	✅	✅	❌	❌	✅	3
CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition	❌	❌	❌	✅	❌	❌	✅	2
CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation	✅	❌	✅	❌	❌	❌	✅	3
COSINE: Community-Preserving Social Network Embedding From Information Diffusion Cascades	✅	❌	✅	✅	✅	❌	✅	5
CSWA: Aggregation-Free Spatial-Temporal Community Sensing	✅	❌	✅	❌	❌	❌	✅	3
Canonical Correlation Inference for Mapping Abstract Scenes to Text	✅	❌	✅	✅	❌	❌	✅	4
Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface	❌	❌	✅	✅	✅	❌	✅	4
Catching Captain Jack: Efficient Time and Space Dependent Patrols to Combat Oil-Siphoning in International Waters	✅	❌	❌	❌	✅	✅	✅	4
Cellular Network Traffic Scheduling With Deep Reinforcement Learning	❌	✅	❌	✅	❌	❌	✅	3
Char-Net: A Character-Aware Neural Network for Distorted Scene Text Recognition	❌	❌	✅	❌	✅	❌	✅	3
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints	❌	❌	❌	❌	❌	❌	✅	1
Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention	❌	✅	✅	❌	❌	❌	✅	3
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary	❌	✅	✅	❌	❌	❌	❌	2
Clustering Small Samples With Quality Guarantees: Adaptivity With One2all PPS	✅	❌	✅	❌	❌	❌	✅	3
Co-Attending Free-Form Regions and Detections With Multi-Modal Multiplicative Feature Embedding for Visual Question Answering	❌	✅	✅	✅	❌	❌	✅	4
Co-Domain Embedding Using Deep Quadruplet Networks for Unseen Traffic Sign Recognition	❌	❌	✅	✅	❌	✅	✅	4
Co-Saliency Detection Within a Single Image	✅	❌	❌	❌	❌	❌	✅	2
CoChat: Enabling Bot and Human Collaboration for Task Completion	❌	❌	❌	❌	❌	❌	✅	1
CoDiNMF: Co-Clustering of Directed Graphs via NMF	❌	❌	✅	❌	❌	❌	✅	2
CoLink: An Unsupervised Framework for User Identity Linkage	✅	❌	❌	❌	✅	❌	✅	3
Coalition Manipulation of Gale-Shapley Algorithm	❌	❌	❌	❌	❌	❌	❌	0
Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators’ Gaze Behavior	❌	❌	✅	✅	❌	❌	✅	3
Collaborative Filtering With Social Exposure: A Modular Approach to Social Recommendation	❌	❌	✅	✅	❌	❌	✅	3
Collaborative Filtering With User-Item Co-Autoregressive Models	❌	✅	✅	✅	✅	✅	✅	6
Combining Experts’ Causal Judgments	❌	❌	❌	❌	❌	❌	❌	0
Combining Rules and Ontologies into Clopen Knowledge Bases	❌	❌	✅	❌	✅	✅	❌	3
Committee Selection with Intraclass and Interclass Synergies	❌	❌	❌	❌	❌	❌	❌	0
Community Detection in Attributed Graphs: An Embedding Approach	❌	❌	✅	❌	✅	❌	✅	3
Community-Based Trip Sharing for Urban Commuting	✅	❌	❌	❌	✅	✅	✅	4
Compact Multi-Label Learning	✅	❌	✅	✅	✅	❌	✅	5
Comparing Population Means Under Local Differential Privacy: With Significance and Power	✅	❌	❌	❌	❌	❌	✅	2
Compatibility Family Learning for Item Recommendation and Generation	❌	❌	✅	✅	❌	❌	✅	3
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph	❌	✅	✅	✅	❌	❌	✅	4
Complexity of Verification in Incomplete Argumentation Frameworks	✅	❌	❌	❌	❌	❌	❌	1
Compressed Sensing MRI Using a Recursive Dilated Network	❌	❌	❌	❌	✅	❌	✅	2
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design	❌	❌	✅	❌	❌	❌	✅	2
Computational Results for Extensive-Form Adversarial Team Games	✅	❌	❌	❌	✅	✅	✅	4
Computing the Strategy to Commit to in Polymatrix Games	✅	❌	❌	❌	✅	✅	✅	4
Conditional PSDDs: Modeling and Learning With Modular Knowledge	❌	❌	❌	❌	❌	❌	❌	0
Confidence-Aware Matrix Factorization for Recommender Systems	✅	❌	✅	❌	❌	❌	✅	3
Consistent and Specific Multi-View Subspace Clustering	✅	❌	✅	❌	❌	❌	✅	3
Constructive Preference Elicitation Over Hybrid Combinatorial Spaces	✅	✅	✅	✅	❌	❌	✅	5
Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction	✅	✅	✅	❌	❌	❌	✅	4
Context Aware Conversational Understanding for Intelligent Agents With a Screen	❌	❌	❌	✅	❌	❌	✅	2
Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning	✅	❌	✅	❌	❌	❌	✅	3
Contrastive Training for Models of Information Cascades	❌	❌	✅	❌	❌	❌	✅	2
Control Argumentation Frameworks	✅	❌	❌	❌	❌	❌	❌	1
Controlling Global Statistics in Recurrent Neural Network Text Generation	❌	✅	✅	✅	❌	❌	✅	4
Conversational Model Adaptation via KL Divergence Regularization	✅	❌	✅	✅	❌	❌	✅	4
Convolutional 2D Knowledge Graph Embeddings	❌	✅	✅	✅	❌	❌	✅	4
Cooperative Games With Bounded Dependency Degree	❌	❌	❌	❌	❌	❌	❌	0
Cooperative Learning of Energy-Based Model and Latent Variable Model via MCMC Teaching	✅	✅	✅	❌	❌	❌	✅	4
Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition	❌	❌	✅	✅	✅	❌	✅	4
Core Dependency Networks	❌	✅	✅	✅	✅	❌	❌	4
Counterfactual Multi-Agent Policy Gradients	✅	❌	❌	❌	❌	❌	✅	2
Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo	❌	✅	✅	❌	❌	❌	✅	3
Coupled Deep Learning for Heterogeneous Face Recognition	✅	❌	✅	✅	✅	❌	✅	5
Coupled Poisson Factorization Integrated With User/Item Metadata for Modeling Popular and Sparse Ratings in Scalable Recommendation	✅	❌	✅	✅	❌	❌	✅	4
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs	❌	❌	✅	✅	❌	❌	✅	3
Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation	✅	❌	✅	❌	✅	❌	✅	4
Cross-Lingual Entity Linking for Web Tables	✅	❌	✅	✅	❌	❌	✅	4
Cross-Lingual Propagation for Deep Sentiment Analysis	❌	❌	✅	✅	❌	❌	✅	3
Cross-View Person Identification by Matching Human Poses Estimated With Confidence on Each Body Joint	❌	❌	✅	✅	❌	❌	✅	3
Curve-Structure Segmentation From Depth Maps: A CNN-Based Approach and Its Application to Exploring Cultural Heritage Objects	✅	❌	❌	❌	❌	❌	✅	2
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models	❌	❌	✅	✅	❌	❌	✅	3
DF2Net: Discriminative Feature Learning and Fusion Network for RGB-D Indoor Scene Classification	❌	✅	✅	❌	❌	❌	✅	3
DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization	✅	❌	✅	❌	✅	✅	✅	5
DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers	❌	✅	✅	✅	❌	❌	✅	4
DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer	❌	❌	✅	✅	✅	❌	✅	4
Data Poisoning Attacks on Multi-Task Relationship Learning	✅	❌	✅	❌	❌	❌	✅	3
Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion	❌	❌	✅	✅	❌	❌	✅	3
Decentralised Learning in Systems With Many, Many Strategic Agents	❌	❌	❌	❌	❌	❌	✅	1
Decentralized High-Dimensional Bayesian Optimization With Factor Graphs	✅	❌	✅	✅	❌	❌	✅	4
Deception Detection in Videos	❌	❌	✅	✅	❌	❌	✅	3
Decomposition Strategies for Constructive Preference Elicitation	✅	✅	❌	❌	❌	✅	✅	4
Deconvolutional Latent-Variable Model for Text Sequence Matching	❌	❌	✅	✅	✅	❌	✅	4
Decoupled Convolutions for CNNs	✅	❌	✅	✅	❌	❌	✅	4
Deep Asymmetric Transfer Network for Unbalanced Domain Adaptation	✅	❌	✅	✅	❌	❌	✅	4
Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions	❌	✅	✅	✅	❌	❌	✅	4
Deep Learning from Crowds	❌	✅	✅	✅	✅	❌	✅	5
Deep Low-Resolution Person Re-Identification	❌	❌	✅	✅	❌	❌	✅	3
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction	✅	❌	❌	✅	✅	❌	✅	4
Deep Neural Network Compression With Single and Multiple Level Quantization	✅	❌	✅	✅	✅	❌	✅	5
Deep Q-learning From Demonstrations	✅	❌	✅	❌	❌	❌	✅	3
Deep Region Hashing for Generic Instance Search from Images	❌	❌	✅	❌	✅	❌	✅	3
Deep Reinforcement Learning That Matters	❌	✅	✅	❌	❌	❌	✅	3
Deep Reinforcement Learning for Unsupervised Video Summarization With Diversity-Representativeness Reward	❌	✅	✅	✅	❌	❌	✅	4
Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation	❌	❌	✅	❌	❌	❌	✅	2
Deep Semantic Role Labeling With Self-Attention	❌	✅	✅	✅	✅	❌	✅	5
Deep Semantic Structural Constraints for Zero-Shot Learning	❌	❌	✅	❌	❌	❌	✅	2
Deep Semi-Random Features for Nonlinear Function Approximation	❌	✅	✅	❌	❌	❌	✅	3
Deep Stereo Matching With Explicit Cost Aggregation Sub-Architecture	✅	❌	✅	✅	✅	❌	✅	5
Deep Structured Learning for Visual Relationship Detection	❌	❌	✅	❌	❌	❌	✅	2
Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces	✅	❌	✅	❌	❌	❌	✅	3
Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks	✅	❌	✅	✅	❌	❌	✅	4
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction	❌	❌	❌	✅	❌	❌	✅	2
DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks	❌	❌	✅	✅	❌	❌	✅	3
DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices	❌	❌	✅	❌	✅	❌	✅	3
DeepType: Multilingual Entity Linking by Neural Type System Evolution	❌	❌	✅	✅	✅	❌	✅	4
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction	❌	❌	❌	✅	❌	❌	✅	2
Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning	✅	❌	✅	✅	❌	✅	✅	5
Dependence Guided Unsupervised Feature Selection	✅	❌	✅	❌	❌	❌	✅	3
Dependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting – Application to Belief Update and Conservative Extension	❌	❌	✅	❌	❌	❌	❌	1
DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks	✅	❌	✅	❌	❌	❌	✅	3
Detecting Adversarial Examples Through Image Transformation	❌	❌	✅	❌	✅	❌	✅	3
Deterministic Policy Optimization by Combining Pathwise and Score Function Estimators for Discrete Action Spaces	✅	❌	✅	❌	❌	❌	✅	3
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding	❌	✅	✅	✅	✅	❌	✅	5
Diagnosing and Improving Topic Models by Analyzing Posterior Variability	❌	❌	✅	❌	❌	❌	✅	2
Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF	❌	❌	✅	✅	❌	❌	✅	3
Dictionary Learning Inspired Deep Network for Scene Recognition	❌	❌	✅	✅	❌	❌	✅	3
Dictionary Learning in Optimal Metric Space	✅	❌	✅	❌	❌	❌	❌	2
Differential Performance Debugging With Discriminant Regression Trees	✅	❌	❌	✅	❌	❌	✅	3
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration	❌	❌	❌	❌	✅	❌	✅	2
Direct Hashing Without Pseudo-Labels	✅	❌	✅	❌	❌	❌	✅	3
Directional Label Rectification in Adaptive Graph	✅	❌	✅	❌	✅	❌	✅	4
Disarmament Games With Resource	✅	❌	❌	❌	❌	❌	❌	1
Discovering and Distinguishing Multiple Visual Senses for Polysemous Words	✅	❌	✅	✅	❌	❌	✅	4
Discriminant Projection Representation-Based Classification for Vision Recognition	✅	❌	✅	✅	❌	❌	✅	4
Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification	✅	❌	✅	❌	❌	❌	✅	3
Disjunctive Program Synthesis: A Robust Approach to Programming by Example	✅	❌	❌	❌	❌	❌	✅	2
Dispatch Guided Allocation Optimization for Effective Emergency Response	✅	❌	✅	✅	❌	✅	❌	4
Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs	✅	✅	✅	✅	✅	✅	✅	7
Distant-Supervision of Heterogeneous Multitask Learning for Social Event Forecasting With Multilingual Indicators	❌	❌	✅	✅	❌	❌	✅	3
Distributed Composite Quantization	❌	❌	✅	❌	✅	❌	✅	3
Distributional Reinforcement Learning With Quantile Regression	✅	❌	✅	❌	❌	❌	✅	3
Diverse Beam Search for Improved Description of Complex Scenes	✅	✅	✅	✅	❌	❌	✅	5
Diverse Exploration for Fast and Safe Policy Improvement	✅	❌	✅	✅	❌	❌	✅	4
Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning With Confidence	❌	✅	✅	✅	❌	❌	✅	4
Doing the Best We Can With What We Have: Multi-Label Balancing With Selective Learning for Attribute Prediction	❌	❌	✅	✅	❌	❌	✅	3
Domain Generalization via Conditional Invariant Representations	✅	❌	✅	✅	❌	❌	✅	4
Domain-Shared Group-Sparse Dictionary Learning for Unsupervised Domain Adaptation	❌	❌	✅	❌	❌	❌	✅	2
Double Forward Propagation for Memorized Batch Normalization	✅	❌	✅	❌	✅	❌	✅	4
Doubly Approximate Nearest Neighbor Classification	✅	❌	✅	✅	✅	❌	✅	5
Dress Fashionably: Learn Fashion Collocation With Deep Mixed-Category Metric Learning	❌	❌	❌	❌	✅	❌	✅	2
Dual Attention Network for Product Compatibility and Function Satisfiability Analysis	❌	❌	✅	✅	❌	❌	✅	3
Dual Deep Neural Networks Cross-Modal Hashing	❌	❌	✅	❌	❌	❌	❌	1
Dual Set Multi-Label Learning	✅	❌	❌	✅	❌	❌	✅	3
Dual Transfer Learning for Neural Machine Translation with Marginal Distribution Regularization	✅	❌	✅	✅	✅	❌	✅	5
Dual-Reference Face Retrieval	❌	❌	✅	❌	❌	❌	✅	2
Duplicate Question Identification by Integrating FrameNet With Neural Networks	❌	✅	✅	✅	❌	❌	✅	4
DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation	✅	❌	❌	❌	✅	❌	✅	3
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-Offs by Selective Execution	❌	❌	✅	✅	❌	❌	✅	3
Dynamic Determinantal Point Processes	✅	❌	✅	✅	✅	❌	✅	5
Dynamic Network Embedding by Modeling Triadic Closure Process	✅	✅	✅	✅	❌	❌	✅	5
Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling	✅	❌	✅	✅	✅	✅	✅	6
Dynamic Pricing for Reusable Resources in Competitive Market With Stochastic Demand	✅	❌	❌	❌	✅	✅	✅	4
Dynamic User Profiling for Streams of Short Texts	✅	❌	❌	✅	❌	❌	✅	3
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples	✅	✅	✅	❌	✅	❌	✅	5
EMD Metric Learning	✅	❌	✅	❌	❌	❌	✅	3
Early Detection of Fake News on Social Media Through Propagation Path Classification with Recurrent and Convolutional Networks	✅	❌	✅	✅	❌	❌	✅	4
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach	❌	❌	❌	✅	❌	❌	✅	2
Early Syntactic Bootstrapping in an Incremental Memory-Limited Word Learner	❌	❌	❌	❌	❌	❌	✅	1
Effective Broad-Coverage Deep Parsing	❌	❌	❌	❌	❌	❌	✅	1
Effective Heuristics for Committee Scoring Rules	❌	❌	❌	❌	✅	❌	✅	2
Efficient Architecture Search by Network Transformation	❌	✅	✅	✅	✅	❌	✅	5
Efficient K-Shot Learning With Regularized Deep Networks	✅	❌	✅	✅	❌	❌	✅	4
Efficient Large-Scale Multi-Modal Classification	❌	❌	✅	✅	❌	❌	✅	3
Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination	✅	❌	✅	❌	❌	❌	✅	3
Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning	✅	❌	❌	❌	❌	❌	✅	2
Efficient Test-Time Predictor Learning With Group-Based Budget	✅	❌	✅	❌	❌	❌	✅	3
Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates	✅	❌	❌	❌	❌	❌	✅	2
Efficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin	❌	❌	✅	❌	❌	❌	✅	2
Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment	❌	❌	✅	✅	❌	❌	✅	3
Elastic Responding Machine for Dialog Generation with Dynamically Mechanism Selecting	✅	❌	✅	✅	❌	❌	✅	4
Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach	❌	❌	✅	✅	❌	❌	✅	3
Embedding of Hierarchically Typed Knowledge Bases	❌	✅	✅	❌	❌	❌	✅	3
Emergence of Grounded Compositional Language in Multi-Agent Populations	❌	❌	❌	❌	❌	❌	✅	1
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory	❌	✅	✅	✅	✅	❌	✅	5
Emphasizing 3D Properties in Recurrent Multi-View Aggregation for 3D Shape Retrieval	❌	❌	✅	✅	❌	❌	✅	3
Empower Sequence Labeling with Task-Aware Neural Language Model	❌	✅	✅	✅	✅	❌	✅	5
End-to-End Quantum-like Language Models with Application to Question Answering	❌	❌	✅	✅	❌	❌	✅	3
End-to-End United Video Dehazing and Detection	❌	❌	✅	❌	❌	❌	✅	2
Energy-Efficient Automatic Train Driving by Learning Driving Patterns	✅	❌	❌	❌	❌	❌	✅	2
Enhancing Constraint-Based Multi-Objective Combinatorial Optimization	✅	✅	✅	❌	✅	✅	✅	6
Equilibrium Computation and Robust Optimization in Zero Sum Games With Submodular Structure	✅	❌	✅	❌	❌	❌	✅	3
Estimating the Class Prior in Positive and Unlabeled Data Through Decision Tree Induction	✅	✅	✅	❌	✅	❌	✅	5
Euler Sparse Representation for Image Classification	✅	❌	✅	❌	❌	❌	✅	3
Event Detection via Gated Multilingual Attention Mechanism	❌	❌	✅	✅	❌	❌	❌	2
Event Representations With Tensor-Based Compositions	❌	✅	✅	❌	❌	❌	✅	3
Event Representations for Automated Story Generation with Deep Neural Nets	❌	❌	✅	✅	❌	✅	✅	4
Exact Clustering via Integer Programming and Maximum Satisfiability	❌	❌	✅	❌	✅	✅	✅	4
Exact MAP-Inference by Confining Combinatorial Search With LP Relaxation	✅	✅	✅	❌	❌	✅	✅	5
Examining CNN Representations With Respect to Dataset Bias	❌	❌	✅	❌	❌	❌	❌	1
Exercise-Enhanced Sequential Modeling for Student Performance Prediction	❌	❌	❌	❌	✅	❌	✅	2
Expected Policy Gradients	✅	❌	✅	❌	❌	❌	✅	3
Expected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes	❌	❌	❌	❌	❌	❌	❌	0
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering	❌	❌	✅	✅	❌	❌	❌	2
Exploiting Emotion on Reviews for Recommender Systems	✅	❌	✅	✅	❌	❌	✅	4
Exploring Human-Like Attention Supervision in Visual Question Answering	❌	❌	✅	✅	❌	❌	✅	3
Exploring Implicit Feedback for Open Domain Conversation Generation	❌	❌	✅	❌	❌	❌	✅	2
Exploring Temporal Preservation Networks for Precise Temporal Action Localization	❌	❌	✅	✅	✅	❌	✅	4
Exploring the Terrain of Metaphor Novelty: A Regression-Based Approach for Automatically Scoring Metaphors	❌	✅	✅	✅	❌	❌	✅	4
ExprGAN: Facial Expression Editing With Controllable Expression Intensity	❌	❌	✅	✅	❌	❌	✅	3
Expressive Real-Time Intersection Scheduling	✅	❌	❌	❌	❌	❌	✅	2
Externally Supported Models for Efficient Computation of Paracoherent Answer Sets	❌	❌	✅	❌	✅	❌	❌	2
Extreme Low Resolution Activity Recognition With Multi-Siamese Embedding Learning	❌	❌	✅	✅	✅	❌	❌	3
Extremely Low Bit Neural Network: Squeeze the Last Bit Out With ADMM	❌	❌	✅	✅	✅	❌	✅	4
FEEL: Featured Event Embedding Learning	❌	❌	✅	✅	❌	❌	✅	3
FILE: A Novel Framework for Predicting Social Status in Signed Networks	✅	❌	✅	✅	❌	❌	✅	4
FLIC: Fast Linear Iterative Clustering With Active Search	✅	❌	✅	❌	✅	❌	✅	4
Face Sketch Synthesis From Coarse to Fine	✅	❌	✅	❌	✅	❌	✅	4
Facial Landmarks Detection by Self-Iterative Regression Based Landmarks-Attention Network	✅	❌	✅	✅	✅	❌	✅	5
Facility Location Games With Fractional Preferences	❌	❌	❌	❌	❌	❌	❌	0
Fact Checking in Community Forums	❌	✅	✅	✅	❌	❌	❌	3
Fair Inference on Outcomes	❌	❌	✅	❌	❌	❌	✅	2
Fair Rent Division on a Budget	✅	❌	❌	❌	❌	❌	❌	1
Fairness in Decision-Making — The Causal Explanation Formula	❌	❌	❌	❌	❌	❌	✅	1
Faithful to the Original: Fact Aware Neural Abstractive Summarization	❌	❌	✅	✅	❌	❌	✅	3
Fat- and Heavy-Tailed Behavior in Satisficing Planning	❌	❌	✅	❌	❌	❌	✅	2
Feature Engineering for Predictive Modeling Using Reinforcement Learning	✅	❌	✅	✅	✅	❌	✅	5
Feature Enhancement Network: A Refined Scene Text Detector	❌	❌	✅	❌	✅	❌	✅	3
Feature-Induced Labeling Information Enrichment for Multi-Label Learning	❌	❌	✅	✅	❌	❌	✅	3
Few Shot Transfer Learning BetweenWord Relatedness and Similarity Tasks Using A Gated Recurrent Siamese Network	❌	❌	✅	✅	❌	❌	✅	3
FiLM: Visual Reasoning with a General Conditioning Layer	❌	✅	✅	✅	✅	❌	✅	5
Finite Sample Analyses for TD(0) With Function Approximation	❌	❌	❌	❌	❌	❌	❌	0
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models	❌	✅	✅	❌	❌	❌	❌	2
Forgetting and Unfolding for Existential Rules	✅	❌	❌	❌	❌	❌	❌	1
Fourier Feature Approximations for Periodic Kernels in Time-Series Modelling	❌	❌	✅	❌	❌	❌	❌	1
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions	✅	✅	✅	✅	❌	❌	✅	5
From Hashing to CNNs: Training Binary Weight Networks via Hashing	✅	❌	✅	✅	✅	❌	✅	5
From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets	❌	✅	✅	❌	❌	❌	✅	3
From Virtual Demonstration to Real-World Manipulation Using LSTM and MDN	❌	❌	❌	✅	❌	❌	✅	2
Fully Convolutional Network Based Skeletonization for Handwritten Chinese Characters	❌	❌	✅	❌	❌	❌	✅	2
Game of Sketches: Deep Recurrent Models of Pictionary-Style Word Guessing	❌	✅	✅	✅	❌	❌	✅	4
Gated-Attention Architectures for Task-Oriented Language Grounding	❌	✅	❌	❌	❌	❌	✅	2
Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception	✅	❌	❌	❌	❌	❌	✅	2
Generalized Adjustment Under Confounding and Selection Biases	✅	❌	❌	❌	❌	❌	❌	1
Generalized Value Iteration Networks:Life Beyond Lattices	✅	❌	✅	❌	❌	❌	✅	3
Generalizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations	❌	✅	✅	❌	❌	❌	✅	3
Generating Music Medleys via Playing Music Puzzle Games	❌	❌	✅	✅	❌	❌	✅	3
Generating Sentences Using a Dynamic Canvas	✅	❌	✅	❌	❌	❌	✅	3
Generating Triples With Adversarial Networks for Scene Graph Construction	❌	❌	✅	❌	❌	❌	✅	2
Generating an Event Timeline About Daily Activities From a Semantic Concept Stream	❌	❌	❌	✅	❌	❌	✅	2
Generative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation	✅	❌	✅	❌	❌	❌	✅	3
Geographic Differential Privacy for Mobile Crowd Coverage Maximization	✅	❌	✅	✅	✅	✅	✅	6
Geometric Relationship between Word and Context Representations	❌	✅	✅	❌	❌	❌	✅	3
Glass-Box Program Synthesis: A Machine Learning Approach	✅	❌	❌	✅	❌	❌	✅	3
Goal-Driven Query Answering for Existential Rules With Equality	✅	✅	✅	❌	❌	❌	✅	4
Graph Convolutional Networks With Argument-Aware Pooling for Event Detection	❌	❌	✅	✅	❌	❌	✅	3
Graph Correspondence Transfer for Person Re-Identification	❌	❌	✅	✅	✅	❌	✅	4
Graph Scan Statistics With Uncertainty	✅	❌	✅	❌	❌	❌	✅	3
GraphGAN: Graph Representation Learning With Generative Adversarial Nets	✅	✅	✅	✅	❌	❌	✅	5
Group Sparse Bayesian Learning for Active Surveillance on Epidemic Dynamics	✅	❌	✅	✅	✅	❌	❌	4
Group-Pair Convolutional Neural Networks for Multi-View Based 3D Object Retrieval	❌	❌	✅	✅	❌	❌	✅	3
Groupwise Maximin Fair Allocation of Indivisible Goods	✅	❌	❌	❌	✅	❌	✅	3
Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions	❌	❌	✅	✅	✅	❌	✅	4
Guiding Search in Continuous State-Action Spaces by Learning an Action Sampler From Off-Target Search Experience	✅	❌	❌	❌	❌	❌	✅	2
HAN: Hierarchical Association Network for Computing Semantic Relatedness	❌	❌	✅	❌	❌	❌	✅	2
HARP: Hierarchical Representation Learning for Networks	✅	❌	✅	❌	✅	❌	✅	4
HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection	❌	❌	✅	❌	❌	❌	✅	2
Hawkes Process Inference With Missing Data	❌	✅	✅	❌	❌	❌	✅	3
Hierarchical Attention Flow for Multiple-Choice Reading Comprehension	❌	❌	✅	✅	❌	❌	✅	3
Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification	❌	❌	✅	✅	❌	❌	✅	3
Hierarchical Discriminative Learning for Visible Thermal Person Re-Identification	❌	✅	✅	✅	❌	❌	✅	4
Hierarchical LSTM for Sign Language Translation	❌	❌	✅	✅	❌	❌	✅	3
Hierarchical Nonlinear Orthogonal Adaptive-Subspace Self-Organizing Map Based Feature Extraction for Human Action Recognition	❌	❌	✅	✅	❌	❌	✅	3
Hierarchical Policy Search via Return-Weighted Density Estimation	✅	❌	❌	❌	❌	❌	✅	2
Hierarchical Recurrent Attention Network for Response Generation	❌	✅	✅	✅	✅	❌	✅	5
Hierarchical Video Generation From Orthogonal Information: Optical Flow and Texture	❌	❌	✅	✅	❌	❌	✅	3
High Rank Matrix Completion With Side Information	✅	❌	✅	❌	❌	❌	✅	3
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation	✅	❌	✅	❌	✅	✅	✅	5
HogRider: Champion Agent of Microsoft Malmo Collaborative AI Challenge	✅	✅	❌	❌	❌	❌	✅	3
How AI Wins Friends and Influences People in Repeated Games With Cheap Talk	❌	❌	❌	❌	❌	❌	✅	1
How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks	❌	❌	✅	✅	✅	❌	✅	4
How Many Properties Do We Need for Gradual Argumentation?	❌	❌	❌	❌	❌	❌	❌	0
Human Guided Linear Regression With Feature-Level Constraints	❌	✅	✅	✅	❌	❌	✅	4
Human-in-the-Loop SLAM	❌	✅	✅	❌	✅	❌	❌	3
Hybrid Attentive Answer Selection in CQA With Deep Users Modelling	❌	❌	✅	✅	❌	❌	✅	3
Hypergraph Learning With Cost Interval Optimization	✅	❌	✅	✅	❌	❌	✅	4
Hypergraph p-Laplacian: A Differential Geometry View	❌	❌	✅	✅	❌	❌	✅	3
IMS-DTM: Incremental Multi-Scale Dynamic Topic Models	✅	❌	✅	❌	✅	✅	✅	5
IONet: Learning to Cure the Curse of Drift in Inertial Odometry	❌	❌	❌	❌	✅	❌	✅	2
Imitation Learning via Kernel Mean Embedding	✅	❌	❌	❌	❌	❌	✅	2
Improved English to Russian Translation by Neural Suffix Prediction	❌	❌	✅	❌	❌	❌	✅	2
Improved Results for Minimum Constraint Removal	❌	❌	❌	❌	❌	❌	❌	0
Improved Text Matching by Enhancing Mutual Information	❌	❌	✅	❌	❌	❌	✅	2
Improving Language Modelling with Noise Contrastive Estimation	❌	❌	✅	✅	✅	❌	✅	4
Improving Neural Fine-Grained Entity Typing With Knowledge Attention	❌	✅	✅	✅	❌	❌	✅	4
Improving Review Representations With User Attention and Product Attention for Sentiment Classification	❌	✅	✅	✅	❌	❌	✅	4
Improving Sequence-to-Sequence Constituency Parsing	❌	❌	✅	✅	❌	❌	✅	3
Improving Variational Encoder-Decoders in Dialogue Generation	❌	❌	✅	✅	❌	❌	✅	3
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients	❌	✅	✅	✅	❌	❌	✅	4
In Praise of Belief Bases: Doing Epistemic Logic Without Possible Worlds	❌	❌	❌	❌	❌	❌	❌	0
Incentive-Compatible Forecasting Competitions	❌	❌	❌	❌	❌	❌	❌	0
Incentivizing High Quality User Contributions: New Arm Generation in Bandit Learning	✅	❌	❌	❌	❌	❌	✅	2
Incomplete Label Multi-Task Ordinal Regression for Spatial Event Scale Forecasting	✅	❌	✅	✅	✅	❌	✅	5
Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method	✅	❌	✅	❌	❌	❌	✅	3
Incorporating GAN for Negative Sampling in Knowledge Representation Learning	✅	❌	✅	✅	❌	❌	✅	4
Inexact Proximal Gradient Methods for Non-Convex and Non-Smooth Optimization	✅	❌	✅	❌	❌	❌	❌	2
Inference on Syntactic and Semantic Structures for Machine Comprehension	✅	❌	✅	✅	✅	❌	✅	5
Inferring Emotion from Conversational Voice Data: A Semi-Supervised Multi-Path Generative Neural Network Approach	❌	❌	✅	✅	❌	❌	❌	2
Information Acquisition Under Resource Limitations in a Noisy Environment	❌	❌	❌	❌	❌	❌	❌	0
Information Directed Sampling for Stochastic Bandits With Graph Feedback	✅	❌	❌	❌	❌	❌	✅	2
Information Gathering With Peers: Submodular Optimization With Peer-Prediction Constraints	✅	❌	✅	❌	❌	❌	✅	3
Information-Theoretic Domain Adaptation Under Severe Noise Conditions	✅	❌	✅	❌	❌	❌	✅	3
Informed Non-Convex Robust Principal Component Analysis With Features	✅	❌	✅	❌	❌	❌	✅	3
Integrated Cooperation and Competition in Multi-Agent Decision-Making	✅	❌	❌	❌	❌	❌	✅	2
Integrating Both Visual and Audio Cues for Enhanced Video Caption	❌	❌	✅	✅	❌	❌	✅	3
Interactively Learning a Blend of Goal-Based and Procedural Tasks	✅	❌	❌	❌	❌	❌	❌	1
Interpretable Graph-Based Semi-Supervised Learning via Flows	❌	❌	✅	✅	❌	❌	✅	3
Interpreting CNN Knowledge via an Explanatory Graph	✅	❌	✅	❌	❌	❌	✅	3
Investigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics	❌	❌	✅	✅	❌	❌	✅	3
It Takes (Only) Two: Adversarial Generator-Encoder Networks	❌	❌	✅	❌	❌	❌	✅	2
Iterative Continuous Convolution for 3D Template Matching and Global Localization	✅	❌	❌	❌	✅	❌	✅	3
Joint Dictionaries for Zero-Shot Learning	❌	❌	✅	✅	❌	❌	❌	2
Joint Learning of Set Cardinality and State Distribution	❌	❌	✅	✅	❌	❌	✅	3
Joint Training for Neural Machine Translation Models with Monolingual Data	✅	❌	✅	✅	❌	❌	✅	4
Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction	❌	❌	✅	✅	❌	❌	✅	3
Jointly Parse and Fragment Ungrammatical Sentences	❌	✅	✅	✅	❌	❌	✅	4
Kernel Cross-Correlator	❌	✅	✅	✅	❌	❌	✅	4
Kill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement	✅	❌	✅	✅	❌	❌	✅	4
Knowledge Enhanced Hybrid Neural Network for Text Matching	❌	✅	✅	✅	❌	❌	✅	4
Knowledge Graph Embedding With Iterative Guidance From Soft Rules	✅	✅	✅	✅	❌	❌	✅	5
Knowledge, Fairness, and Social Constraints	❌	❌	❌	❌	❌	❌	❌	0
Knowledge-Based Policies for Qualitative Decentralized POMDPs	❌	❌	❌	❌	❌	❌	❌	0
Knowledge-based Word Sense Disambiguation using Topic Models	❌	❌	✅	✅	❌	❌	❌	2
LSTD: A Low-Shot Transfer Detector for Object Detection	✅	❌	✅	❌	❌	❌	✅	3
LTLf/LDLf Non-Markovian Rewards	✅	❌	❌	❌	❌	❌	❌	1
Label Distribution Learning by Exploiting Label Correlations	✅	❌	✅	❌	❌	❌	✅	3
Label Distribution Learning by Exploiting Sample Correlations Locally	✅	❌	✅	✅	❌	❌	✅	4
Label Distribution Learning by Optimal Transport	✅	❌	✅	✅	❌	❌	✅	4
Labeled Memory Networks for Online Model Adaptation	✅	✅	✅	✅	✅	❌	✅	6
Lagrangian Constrained Community Detection	✅	❌	✅	❌	❌	❌	✅	3
Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioning	✅	❌	✅	❌	❌	❌	✅	3
Large Scaled Relation Extraction With Reinforcement Learning	❌	❌	✅	✅	❌	❌	✅	3
Latent Discriminant Subspace Representations for Multi-View Outlier Detection	✅	❌	✅	❌	❌	❌	❌	2
Latent Semantic Aware Multi-View Multi-Label Classification	❌	❌	✅	✅	❌	❌	✅	3
Latent Sparse Modeling of Longitudinal Multi-Dimensional Data	✅	❌	✅	✅	❌	❌	✅	4
Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection	✅	❌	✅	✅	✅	❌	✅	5
Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling	❌	✅	✅	✅	❌	❌	✅	4
Leaf-Smoothed Hierarchical Softmax for Ordinal Prediction	❌	❌	✅	✅	❌	❌	✅	3
Learning Abduction Using Partial Observability	✅	❌	❌	❌	❌	❌	❌	1
Learning Across Scales—Multiscale Methods for Convolution Neural Networks	✅	❌	✅	✅	❌	❌	✅	4
Learning Adaptive Hidden Layers for Mobile Gesture Recognition	❌	✅	✅	✅	❌	❌	✅	4
Learning Adversarial 3D Model Generation With 2D Image Enhancer	❌	❌	✅	✅	✅	❌	✅	4
Learning Better Name Translation for Cross-Lingual Wikification	❌	❌	❌	✅	❌	❌	✅	2
Learning Binary Residual Representations for Domain-Specific Video Streaming	❌	❌	✅	❌	✅	❌	✅	3
Learning Coarse-to-Fine Structured Feature Embedding for Vehicle Re-Identification	❌	❌	✅	❌	❌	❌	✅	2
Learning Combinatory Categorial Grammars for Plan Recognition	✅	❌	✅	✅	❌	❌	✅	4
Learning Conditional Generative Models for Temporal Point Processes	✅	❌	✅	✅	✅	❌	✅	5
Learning Datum-Wise Sampling Frequency for Energy-Efficient Human Activity Recognition	✅	❌	✅	✅	❌	❌	✅	4
Learning Differences Between Visual Scanning Patterns Can Disambiguate Bipolar and Unipolar Patients	❌	❌	✅	✅	✅	❌	✅	4
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction	❌	❌	✅	❌	❌	❌	✅	2
Learning From Semi-Supervised Weak-Label Data	✅	❌	✅	✅	❌	❌	✅	4
Learning From Unannotated QA Pairs to Analogically Disambiguate and Answer Questions	✅	❌	✅	✅	❌	❌	❌	3
Learning Generative Neural Networks for 3D Colorization	❌	❌	✅	❌	❌	❌	✅	2
Learning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps	✅	❌	✅	❌	❌	❌	✅	3
Learning Integrated Holism-Landmark Representations for Long-Term Loop Closure Detection	✅	❌	✅	❌	❌	❌	✅	3
Learning Interpretable Spatial Operations in a Rich 3D Blocks World	❌	❌	✅	✅	❌	❌	✅	3
Learning Latent Opinions for Aspect-level Sentiment Classification	❌	✅	✅	✅	❌	❌	✅	4
Learning Lexicographic Preference Trees From Positive Examples	✅	✅	✅	✅	✅	❌	✅	6
Learning Mixtures of MLNs	✅	❌	✅	✅	❌	❌	✅	4
Learning Mixtures of Random Utility Models	✅	❌	✅	❌	✅	❌	❌	3
Learning Multi-Modal Word Representation Grounded in Visual Context	❌	❌	✅	✅	❌	❌	✅	3
Learning Multi-Way Relations via Tensor Decomposition With Neural Networks	✅	❌	✅	✅	✅	✅	✅	6
Learning Multimodal Word Representation via Dynamic Fusion Methods	❌	✅	✅	✅	❌	❌	✅	4
Learning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules	❌	❌	✅	❌	❌	❌	✅	2
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation	❌	❌	✅	✅	✅	❌	✅	4
Learning Predictive State Representations From Non-Uniform Sampling	✅	❌	❌	✅	❌	❌	✅	3
Learning Robust Options	✅	❌	✅	❌	❌	❌	✅	3
Learning Robust Search Strategies Using a Bandit-Based Approach	✅	❌	✅	❌	✅	❌	✅	4
Learning Sentiment-Specific Word Embedding via Global Sentiment Representation	❌	❌	✅	✅	❌	❌	✅	3
Learning Spatio-Temporal Features With Partial Expression Sequences for On-the-Fly Prediction	✅	❌	✅	✅	❌	❌	✅	4
Learning Structured Representation for Text Classification via Reinforcement Learning	✅	❌	✅	❌	❌	❌	✅	3
Learning Transferable Subspace for Human Motion Segmentation	✅	❌	✅	❌	❌	❌	✅	3
Learning User Preferences to Incentivize Exploration in the Sharing Economy	✅	❌	✅	❌	❌	❌	✅	3
Learning Vector Autoregressive Models With Latent Processes	✅	❌	✅	❌	✅	❌	✅	4
Learning With Incomplete Labels	✅	❌	✅	✅	❌	❌	❌	3
Learning With Options That Terminate Off-Policy	✅	❌	❌	❌	❌	❌	✅	2
Learning With Single-Teacher Multi-Student	✅	❌	✅	✅	❌	❌	✅	4
Learning a Wavelet-Like Auto-Encoder to Accelerate Deep Neural Networks	❌	❌	✅	✅	✅	❌	✅	4
Learning the Behavior of a Dynamical System Via a “20 Questions” Approach	✅	❌	✅	❌	❌	❌	✅	3
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction	❌	❌	✅	✅	❌	❌	✅	3
Learning the Probability of Activation in the Presence of Latent Spreaders	❌	❌	❌	❌	❌	❌	✅	1
Learning to Attack: Adversarial Transformation Networks	❌	❌	✅	✅	❌	❌	✅	3
Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis	❌	❌	✅	✅	✅	❌	✅	4
Learning to Compose Task-Specific Tree Structures	❌	✅	✅	✅	✅	❌	✅	5
Learning to Extract Coherent Summary via Deep Reinforcement Learning	✅	❌	✅	✅	❌	❌	✅	4
Learning to Generalize: Meta-Learning for Domain Generalization	✅	❌	✅	✅	❌	❌	✅	4
Learning to Guide Decoding for Image Captioning	❌	❌	✅	✅	❌	❌	✅	3
Learning to Interact With Learning Agents	✅	❌	❌	❌	❌	❌	✅	2
Learning to Predict Readability Using Eye-Movement Data From Natives and Learners	❌	❌	✅	✅	❌	❌	✅	3
Learning to Rank Based on Analogical Reasoning	✅	❌	✅	✅	❌	❌	✅	4
Less-Forgetful Learning for Domain Expansion in Deep Neural Networks	✅	❌	✅	❌	❌	❌	✅	3
Leveraging Lexical Substitutes for Unsupervised Word Sense Induction	❌	❌	✅	❌	❌	❌	✅	2
Lifted Generalized Dual Decomposition	✅	❌	❌	❌	❌	❌	✅	2
Linear and Integer Programming-Based Heuristics for Cost-Optimal Numeric Planning	❌	❌	✅	❌	✅	✅	✅	4
Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution	❌	✅	✅	✅	✅	❌	✅	5
Link Prediction With Personalized Social Influence	❌	❌	✅	❌	❌	❌	✅	2
Link Prediction via Subgraph Embedding-Based Convex Matrix Completion	✅	❌	✅	✅	✅	❌	✅	5
Liquid Democracy: An Algorithmic Perspective	✅	❌	❌	❌	❌	❌	❌	1
Listening to the World Improves Speech Command Recognition	❌	✅	✅	✅	✅	❌	✅	5
Load Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing	✅	❌	❌	❌	❌	❌	❌	1
Locality Preserving Projection Based on F-norm	✅	❌	✅	✅	❌	❌	❌	3
Location-Sensitive User Profiling Using Crowdsourced Labels	✅	❌	❌	✅	❌	❌	✅	3
Long Text Generation via Adversarial Training with Leaked Information	❌	✅	✅	❌	❌	❌	✅	3
Long-Term Image Boundary Prediction	❌	❌	✅	❌	✅	❌	✅	3
MDP-Based Cost Sensitive Classification Using Decision Trees	❌	❌	✅	✅	✅	❌	✅	4
MERCS: Multi-Directional Ensembles of Regression and Classification Trees	✅	❌	✅	❌	❌	❌	✅	3
MUDA: A Truthful Multi-Unit Double-Auction Mechanism	❌	✅	✅	❌	❌	❌	✅	3
Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning	✅	❌	✅	✅	❌	❌	❌	3
Manipulative Elicitation — A New Attack on Elections with Incomplete Preferences	❌	❌	❌	❌	❌	❌	❌	0
Margin Based PU Learning	✅	❌	✅	✅	❌	❌	✅	4
MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning	✅	✅	✅	❌	✅	❌	✅	5
Matrix Variate Gaussian Mixture Distribution Steered Robust Metric Learning	✅	❌	✅	❌	❌	❌	✅	3
MaxSAT Resolution With the Dual Rail Encoding	❌	❌	❌	❌	❌	✅	✅	2
Maximizing Activity in Ising Networks via the TAP Approximation	✅	❌	❌	❌	❌	❌	✅	2
Maximizing Influence in an Unknown Social Network	✅	❌	✅	❌	❌	❌	❌	2
Maximum A Posteriori Inference in Sum-Product Networks	✅	✅	✅	❌	✅	❌	✅	5
Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing	❌	❌	✅	✅	❌	❌	✅	3
Measuring Catastrophic Forgetting in Neural Networks	❌	❌	✅	❌	✅	❌	✅	3
Measuring Conditional Independence by Independent Residuals: Theoretical Results and Application in Causal Discovery	✅	❌	❌	❌	❌	❌	✅	2
Measuring Strong Inconsistency	❌	❌	❌	❌	❌	❌	❌	0
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach	✅	❌	✅	❌	❌	❌	✅	3
Medical Exam Question Answering with Large-scale Reading Comprehension	❌	❌	❌	✅	❌	❌	✅	2
Memory Fusion Network for Multi-view Sequential Learning	❌	✅	✅	✅	✅	❌	❌	4
Memory-Augmented Monte Carlo Tree Search	❌	❌	✅	❌	❌	❌	✅	2
Mention and Entity Description Co-Attention for Entity Disambiguation	❌	❌	✅	✅	❌	❌	✅	3
Merge or Not? Learning to Group Faces via Imitation Learning	✅	✅	✅	❌	❌	❌	✅	4
Mesh-Based Autoencoders for Localized Deformation Component Analysis	❌	❌	✅	❌	❌	❌	✅	2
Meta Multi-Task Learning for Sequence Modeling	❌	❌	✅	✅	❌	❌	✅	3
Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis	✅	❌	✅	❌	✅	❌	✅	4
Metric-Based Auto-Instructor for Learning Mixed Data Representation	✅	✅	✅	❌	❌	❌	✅	4
Minesweeper with Limited Moves	❌	❌	❌	❌	❌	❌	❌	0
Mining Heavy Temporal Subgraphs: Fast Algorithms and Applications	✅	❌	✅	❌	❌	❌	❌	2
Mitigating Overexposure in Viral Marketing	❌	❌	✅	❌	❌	❌	✅	2
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation	❌	✅	✅	✅	✅	❌	✅	5
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains	✅	✅	✅	✅	❌	❌	✅	5
MixedPeds: Pedestrian Detection in Unannotated Videos Using Synthetically Generated Human-Agents for Training	✅	❌	✅	❌	❌	❌	❌	2
Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation	✅	❌	✅	❌	❌	❌	✅	3
Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment	❌	✅	✅	✅	✅	❌	✅	5
Modeling Scientific Influence for Research Trending Topic Prediction	❌	❌	✅	✅	❌	❌	✅	3
Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation	❌	✅	✅	✅	❌	❌	✅	4
Modelling Iterative Judgment Aggregation	❌	❌	❌	❌	❌	❌	❌	0
Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents	❌	❌	✅	✅	❌	❌	✅	3
Multi-Adversarial Domain Adaptation	❌	✅	✅	✅	❌	❌	✅	4
Multi-Channel Encoder for Neural Machine Translation	❌	❌	✅	✅	✅	❌	✅	4
Multi-Channel Pyramid Person Matching Network for Person Re-Identification	❌	❌	✅	✅	✅	❌	✅	4
Multi-Entity Aspect-Based Sentiment Analysis With Context, Entity and Aspect Memory	❌	✅	✅	✅	✅	❌	✅	5
Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder	❌	❌	✅	✅	✅	❌	✅	4
Multi-Facet Network Embedding: Beyond the General Solution of Detection and Representation	✅	❌	✅	❌	❌	❌	✅	3
Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis	✅	❌	✅	✅	❌	❌	✅	4
Multi-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations	✅	❌	✅	✅	❌	❌	✅	4
Multi-Modal Multi-Task Learning for Automatic Dietary Assessment	❌	❌	❌	✅	✅	❌	✅	3
Multi-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification	❌	❌	✅	❌	✅	❌	✅	3
Multi-Scale Bidirectional FCN for Object Skeleton Extraction	❌	❌	✅	❌	✅	❌	✅	3
Multi-Scale Face Restoration With Sequential Gating Ensemble Network	❌	❌	✅	✅	✅	❌	✅	4
Multi-Step Reinforcement Learning: A Unifying Algorithm	✅	❌	❌	❌	❌	❌	✅	2
Multi-Step Time Series Generator for Molecular Dynamics	❌	❌	❌	❌	✅	✅	❌	2
Multi-Task Learning For Parsing The Alexa Meaning Representation Language	❌	❌	❌	✅	❌	❌	✅	2
Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network	❌	❌	❌	❌	❌	❌	✅	1
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis	✅	❌	✅	❌	❌	❌	✅	3
Multi-attention Recurrent Network for Human Communication Comprehension	✅	✅	✅	✅	❌	❌	❌	4
Multiagent Connected Path Planning: PSPACE-Completeness and How to Deal With It	✅	❌	❌	❌	❌	❌	✅	2
Multiagent Simple Temporal Problem: The Arc-Consistency Approach	✅	✅	✅	❌	✅	❌	✅	5
Multimodal Keyless Attention Fusion for Video Classification	❌	❌	✅	✅	❌	❌	✅	3
Multimodal Poisson Gamma Belief Network	❌	❌	✅	❌	❌	❌	✅	2
Multispectral Transfer Network: Unsupervised Depth Estimation for All-Day Vision	❌	❌	❌	✅	✅	❌	✅	3
Multiwinner Elections With Diversity Constraints	✅	❌	❌	❌	❌	❌	❌	1
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment	❌	✅	✅	❌	✅	❌	✅	4
Neural Character-level Dependency Parsing for Chinese	❌	❌	✅	✅	❌	❌	✅	3
Neural Cross-Lingual Entity Linking	❌	❌	✅	✅	❌	❌	✅	3
Neural Ideal Point Estimation Network	❌	❌	✅	✅	❌	❌	❌	2
Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text	❌	✅	✅	❌	❌	❌	✅	3
Neural Link Prediction over Aligned Networks	❌	✅	✅	❌	❌	❌	✅	3
Neural Machine Translation with Gumbel-Greedy Decoding	✅	❌	✅	✅	❌	❌	✅	4
Neural Networks Incorporating Dictionaries for Chinese Word Segmentation	❌	❌	✅	✅	❌	❌	✅	3
Neural Response Generation With Dynamic Vocabularies	✅	❌	✅	✅	✅	✅	✅	6
Never Retreat, Never Retract: Argumentation Analysis for Political Speeches	❌	❌	✅	✅	❌	❌	❌	2
New l2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering	✅	❌	✅	❌	❌	❌	✅	3
No Modes Left Behind: Capturing the Data Distribution Effectively Using GANs	❌	❌	✅	❌	❌	❌	❌	1
Noisy Derivative-Free Optimization With Value Suppression	✅	❌	✅	❌	❌	❌	✅	3
Non-Discriminatory Machine Learning Through Convex Fairness Criteria	❌	❌	✅	❌	❌	❌	❌	1
Non-Exploitable Protocols for Repeated Cake Cutting	✅	❌	❌	❌	❌	❌	❌	1
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis	✅	❌	❌	✅	✅	❌	✅	4
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis	✅	❌	✅	❌	❌	❌	✅	3
Nonlinear Pairwise Layer and Its Training for Kernel Learning	✅	❌	✅	✅	❌	❌	✅	4
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis	✅	❌	✅	❌	❌	❌	✅	3
Nonparametric Stochastic Contextual Bandits	✅	❌	✅	✅	❌	❌	✅	4
Norm Conflict Resolution in Stochastic Domains	❌	❌	❌	❌	❌	❌	✅	1
OTyper: A Neural Architecture for Open Named Entity Typing	❌	✅	✅	✅	❌	❌	✅	4
On Consensus in Belief Merging	❌	❌	❌	❌	❌	❌	❌	0
On Controlling the Size of Clusters in Probabilistic Clustering	❌	❌	❌	❌	❌	❌	✅	1
On Convergence of Epanechnikov Mean Shift	✅	❌	❌	❌	❌	❌	✅	2
On Cryptographic Attacks Using Backdoors for SAT	✅	❌	❌	❌	✅	❌	✅	3
On Data-Dependent Random Features for Improved Generalization in Supervised Learning	✅	❌	✅	✅	❌	❌	✅	4
On Multi-Relational Link Prediction With Bilinear Models	❌	✅	✅	✅	❌	❌	✅	4
On Multiset Selection With Size Constraints	✅	❌	✅	❌	❌	❌	✅	3
On Organizing Online Soirees with Live Multi-Streaming	✅	❌	✅	❌	✅	❌	❌	3
On Recognising Nearly Single-Crossing Preferences	❌	❌	❌	❌	❌	❌	❌	0
On Social Envy-Freeness in Multi-Unit Markets	❌	❌	❌	❌	❌	❌	❌	0
On Trivial Solution and High Correlation Problems in Deep Supervised Hashing	❌	❌	✅	❌	❌	❌	✅	2
On Validation and Predictability of Digital Badges’ Influence on Individual Users	❌	✅	✅	❌	❌	❌	❌	2
On Value Function Representation of Long Horizon Problems	❌	❌	❌	❌	❌	❌	✅	1
On the Approximation of Nash Equilibria in Sparse Win-Lose Games	✅	❌	❌	❌	❌	❌	❌	1
On the Complexity of Extended and Proportional Justified Representation	✅	❌	❌	❌	❌	❌	❌	1
On the Distortion of Voting With Multiple Representative Candidates	❌	❌	❌	❌	❌	❌	❌	0
On the ERM Principle With Networked Data	✅	❌	❌	❌	❌	❌	❌	1
On the Optimal Bit Complexity of Circulant Binary Embedding	❌	❌	✅	❌	❌	❌	❌	1
On the Relationship Between State-Dependent Action Costs and Conditional Effects in Planning	❌	❌	✅	❌	❌	❌	❌	1
On the Satisfiability Problem of Patterns in SPARQL 1.1	❌	❌	❌	❌	❌	❌	❌	0
On the Time and Space Complexity of Genetic Programming for Evolving Boolean Conjunctions	✅	❌	❌	❌	❌	❌	❌	1
Online Clustering of Contextual Cascading Bandits	✅	❌	✅	❌	❌	❌	✅	3
Online Learning for Structured Loss Spaces	✅	❌	❌	❌	❌	❌	❌	1
Open-World Knowledge Graph Completion	❌	✅	✅	✅	❌	❌	✅	4
Optimal Approximation of Random Variables for Estimating the Probability of Meeting a Plan Deadline	✅	❌	✅	❌	✅	❌	✅	4
Optimal Margin Distribution Clustering	✅	❌	✅	❌	✅	✅	✅	5
Optimal Spot-Checking for Improving Evaluation Accuracy of Peer Grading Systems	✅	❌	✅	❌	✅	❌	✅	4
Optimised Maintenance of Datalog Materialisations	✅	✅	✅	❌	✅	❌	✅	5
Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science	✅	❌	✅	✅	✅	❌	✅	5
OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning	✅	✅	✅	❌	❌	❌	✅	4
Order-Free RNN With Visual Attention for Multi-Label Classification	✅	❌	✅	❌	❌	❌	✅	3
Order-Planning Neural Text Generation From Structured Data	❌	✅	✅	✅	❌	❌	✅	4
Orthant-Wise Passive Descent Algorithms for Training L1-Regularized Models	✅	❌	✅	❌	❌	❌	✅	3
Orthogonal Weight Normalization: Solution to Optimization Over Multiple Dependent Stiefel Manifolds in Deep Neural Networks	✅	✅	✅	✅	❌	❌	✅	5
Overlap-Robust Decision Boundary Learning for Within-Network Classification	✅	✅	✅	✅	❌	❌	✅	5
PAC Reinforcement Learning With an Imperfect Model	✅	❌	❌	❌	❌	❌	❌	1
POMDP-Based Decision Making for Fast Event Handling in VANETs	✅	❌	❌	❌	❌	✅	✅	3
PVL: A Framework for Navigating the Precision-Variety Trade-Off in Automated Animation of Smiles	✅	❌	✅	✅	❌	❌	✅	4
Parallel Algorithms for Operations on Multi-Valued Decision Diagrams	✅	❌	❌	❌	✅	❌	❌	2
Parameter-Free Centralized Multi-Task Learning for Characterizing Developmental Sex Differences in Resting State Functional Connectivity	✅	❌	✅	✅	❌	❌	✅	4
Partial Multi-Label Learning	✅	❌	✅	❌	❌	❌	✅	3
Partial Multi-View Outlier Detection Based on Collective Learning	✅	❌	✅	❌	❌	❌	✅	3
Partial Truthfulness in Minimal Peer Prediction Mechanisms With Limited Knowledge	✅	❌	❌	❌	❌	❌	❌	1
Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots	❌	❌	✅	✅	❌	❌	❌	2
Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding	✅	✅	❌	❌	❌	❌	✅	3
Personalized Privacy-Preserving Social Recommendation	✅	✅	✅	✅	❌	❌	✅	5
Personalized Time-Aware Tag Recommendation	✅	❌	✅	❌	❌	❌	✅	3
Personalizing a Dialogue System With Transfer Reinforcement Learning	✅	❌	❌	❌	❌	❌	✅	2
Persuasive Influence Detection: The Role of Argument Sequencing	❌	✅	✅	❌	❌	❌	✅	3
Phase-Parametric Policies for Reinforcement Learning in Cyclic Environments	❌	❌	❌	❌	❌	❌	✅	1
Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication	❌	❌	❌	✅	❌	❌	✅	2
PixelLink: Detecting Scene Text via Instance Segmentation	❌	❌	✅	❌	✅	✅	✅	4
Placing Objects in Gesture Space: Toward Incremental Interpretation of Multimodal Spatial Descriptions	❌	❌	✅	❌	❌	❌	✅	2
Plan Recognition in Continuous Domains	❌	❌	✅	❌	❌	❌	✅	2
Planning With Pixels in (Almost) Real Time	✅	❌	✅	❌	✅	❌	✅	4
Planning and Learning for Decentralized MDPs With Event Driven Rewards	❌	❌	✅	❌	❌	❌	✅	2
Policy Learning for Continuous Space Security Games Using Neural Networks	✅	❌	❌	❌	❌	❌	✅	2
PoseHD: Boosting Human Detectors Using Human Pose Information	❌	❌	✅	❌	✅	❌	✅	3
Preallocation and Planning Under Stochastic Resource Constraints	✅	❌	❌	❌	❌	❌	✅	2
Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence	❌	❌	✅	❌	✅	❌	✅	3
Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback	❌	❌	✅	✅	❌	❌	✅	3
Predicting Vehicular Travel Times by Modeling Heterogeneous Influences Between Arterial Roads	✅	❌	✅	❌	❌	❌	✅	3
Predictive Coding Machine for Compressed Sensing and Image Denoising	✅	❌	❌	❌	✅	✅	✅	4
Premise Set Caching for Enumerating Minimal Correction Subsets	✅	✅	✅	❌	❌	✅	✅	5
Preventing Infectious Disease in Dynamic Populations Under Uncertainty	✅	❌	✅	❌	❌	❌	✅	3
Privacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization	✅	❌	❌	❌	❌	❌	✅	2
Privacy-Preserving Policy Iteration for Decentralized POMDPs	✅	❌	✅	❌	❌	❌	✅	3
Probabilistic Ensemble of Collaborative Filters	❌	❌	✅	✅	✅	❌	✅	4
Probabilistic Inference Over Repeated Insertion Models	✅	❌	❌	❌	✅	✅	✅	4
Product Quantized Translation for Fast Nearest Neighbor Search	✅	❌	✅	❌	✅	✅	✅	5
Progressive Cognitive Human Parsing	❌	❌	✅	❌	✅	❌	✅	3
Proper Loss Functions for Nonlinear Hawkes Processes	✅	❌	✅	✅	❌	❌	✅	4
Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework	✅	❌	✅	❌	✅	❌	✅	4
Qualitative Reasoning About Cardinal Directions Using Answer Set Programming	❌	❌	❌	❌	✅	✅	❌	2
Quantized Memory-Augmented Neural Networks	❌	❌	✅	❌	❌	❌	✅	2
Question Answering as Global Reasoning Over Semantic Abstractions	❌	✅	✅	❌	❌	❌	❌	2
Question-Answering with Grammatically-Interpretable Representations	❌	❌	✅	✅	✅	❌	✅	4
R-FCN++: Towards Accurate Region-Based Fully Convolutional Networks for Object Detection	❌	❌	✅	✅	✅	❌	✅	4
R3: Reinforced Ranker-Reader for Open-Domain Question Answering	✅	✅	✅	❌	❌	❌	✅	4
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment	❌	❌	✅	✅	✅	❌	✅	4
RNN-Based Sequence-Preserved Attention for Dependency Parsing	❌	✅	✅	✅	✅	❌	✅	5
ROAR: Robust Label Ranking for Social Emotion Mining	❌	✅	✅	✅	❌	❌	✅	4
RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-Imbalanced Labels for Network Embedding	✅	❌	✅	❌	❌	❌	✅	3
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems	❌	❌	❌	❌	❌	❌	✅	1
Rainbow: Combining Improvements in Deep Reinforcement Learning	❌	❌	✅	❌	❌	❌	✅	2
Randomized Clustered Nystrom for Large-Scale Kernel Machines	✅	❌	✅	❌	❌	✅	✅	4
Randomized Kernel Selection With Spectra of Multilevel Circulant Matrices	❌	❌	✅	❌	❌	❌	✅	2
Rank Maximal Equal Contribution: A Probabilistic Social Choice Function	✅	❌	❌	❌	❌	❌	❌	1
Ranking Users in Social Networks With Higher-Order Structures	❌	✅	✅	❌	❌	❌	✅	3
Ranking Wily People Who Rank Each Other	✅	❌	✅	❌	❌	❌	✅	3
Rational Inference Patterns Based on Conditional Logic	✅	❌	❌	❌	❌	❌	❌	1
Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs	✅	❌	✅	❌	❌	❌	❌	2
Recurrent Attentional Reinforcement Learning for Multi-Label Image Recognition	❌	❌	✅	✅	✅	❌	✅	4
Recurrently Aggregating Deep Features for Salient Object Detection	❌	✅	✅	❌	❌	❌	✅	3
Reduced-Rank Linear Dynamical Systems	✅	✅	✅	✅	❌	✅	✅	6
Region-Based Quality Estimation Network for Large-Scale Person Re-Identification	❌	❌	✅	❌	❌	❌	❌	1
Regularizing Deep Networks Using Efficient Layerwise Adversarial Training	✅	❌	✅	✅	❌	❌	✅	4
Reinforced Multi-Label Image Classification by Exploring Curriculum	✅	❌	✅	✅	✅	❌	✅	5
Reinforcement Learning for Relation Classification From Noisy Data	✅	❌	✅	✅	❌	❌	✅	4
Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets	❌	✅	❌	❌	❌	❌	❌	1
Reinforcement Mechanism Design for Fraudulent Behaviour in e-Commerce	✅	❌	❌	✅	❌	❌	✅	3
RelNN: A Deep Neural Model for Relational Learning	❌	✅	✅	❌	❌	❌	✅	3
Relational Marginal Problems: Theory and Estimation	❌	❌	❌	❌	❌	❌	❌	0
Reliable Multi-View Clustering	✅	❌	✅	❌	✅	✅	✅	5
Repairing Ontologies via Axiom Weakening	✅	❌	✅	❌	❌	❌	✅	3
Representation Learning for Scale-Free Networks	❌	❌	✅	❌	❌	❌	✅	2
Residual Encoder Decoder Network and Adaptive Prior for Face Parsing	❌	❌	✅	✅	❌	❌	✅	3
Resource Allocation Polytope Games: Uniqueness of Equilibrium, Price of Stability, and Price of Anarchy	✅	❌	❌	❌	❌	❌	❌	1
Resource-Constrained Scheduling for Maritime Traffic Management	✅	❌	❌	❌	❌	✅	✅	3
Retrieving and Classifying Affective Images via Deep Metric Learning	❌	❌	✅	✅	✅	❌	✅	4
Reversible Architectures for Arbitrarily Deep Residual Neural Networks	❌	❌	✅	❌	✅	❌	✅	3
Revisiting Immediate Duplicate Detection in External Memory Search	✅	❌	✅	❌	✅	✅	✅	5
Rich Coalitional Resource Games	✅	❌	❌	❌	❌	❌	❌	1
Riemannian Stein Variational Gradient Descent for Bayesian Inference	❌	✅	✅	✅	❌	❌	✅	4
Risk-Aware Proactive Scheduling via Conditional Value-at-Risk	✅	❌	❌	❌	✅	✅	✅	4
Risk-Sensitive Submodular Optimization	✅	❌	✅	❌	❌	❌	✅	3
Robust Collaborative Discriminative Learning for RGB-Infrared Tracking	✅	❌	✅	❌	❌	❌	✅	3
Robust Detection of Link Communities in Large Social Networks by Exploiting Link Semantics	✅	❌	✅	❌	❌	❌	✅	3
Robust Formulation for PCA: Avoiding Mean Calculation With L2,p-norm Maximization	✅	❌	✅	❌	❌	❌	❌	2
Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead	❌	❌	❌	❌	✅	✅	✅	3
Rocket Launching: A Universal and Efficient Framework for Training Well-Performing Light Net	❌	✅	✅	✅	❌	❌	✅	4
S-Net: From Answer Extraction to Answer Synthesis for Machine Reading Comprehension	❌	❌	✅	✅	❌	❌	✅	3
SAGA: A Submodular Greedy Algorithm for Group Recommendation	✅	❌	✅	❌	❌	❌	✅	3
SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning	❌	✅	✅	✅	✅	✅	✅	6
SC2Net: Sparse LSTMs for Sparse Coding	❌	❌	✅	✅	✅	❌	✅	4
SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction	❌	❌	✅	❌	❌	✅	✅	3
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition	❌	✅	✅	❌	✅	❌	✅	4
SELF: Structural Equational Likelihood Framework for Causal Discovery	✅	✅	✅	❌	❌	❌	❌	3
SFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN With Objectness Prior Interaction	❌	❌	✅	✅	✅	❌	✅	4
SNNN: Promoting Word Sentiment and Negation in Neural Sentiment Classification	❌	❌	✅	✅	❌	❌	❌	2
SPINE: SParse Interpretable Neural Embeddings	❌	✅	✅	✅	❌	❌	✅	4
Safe Exploration and Optimization of Constrained MDPs Using Gaussian Processes	✅	❌	✅	❌	❌	❌	✅	3
Safe Reinforcement Learning via Formal Methods: Toward Safe Control Through Proof and Learning	✅	✅	✅	❌	❌	❌	✅	4
Safe Reinforcement Learning via Shielding	❌	✅	❌	❌	✅	❌	✅	3
Sample-Efficient Learning of Mixtures	✅	❌	❌	❌	❌	❌	❌	1
Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks	✅	❌	✅	❌	✅	❌	✅	4
Scale Up Event Extraction Learning via Automatic Training Data Generation	❌	❌	✅	✅	❌	❌	✅	3
Scene-Centric Joint Parsing of Cross-View Videos	❌	❌	✅	❌	❌	❌	❌	1
Scheduling in Visual Fog Computing: NP-Completeness and Practical Efficient Solutions	❌	❌	❌	❌	✅	❌	❌	1
Schur Number Five	❌	✅	❌	❌	✅	✅	✅	4
SciTaiL: A Textual Entailment Dataset from Science Question Answering	❌	✅	✅	✅	❌	❌	✅	4
Search Action Sequence Modeling With Long Short-Term Memory for Search Task Success Evaluation	❌	❌	✅	✅	❌	❌	✅	3
Search Engine Guided Neural Machine Translation	✅	❌	✅	✅	❌	❌	✅	4
Selective Experience Replay for Lifelong Learning	❌	❌	✅	❌	❌	❌	❌	1
Selective Verification Strategy for Learning From Crowds	❌	❌	✅	❌	❌	❌	✅	2
Self-Reinforced Cascaded Regression for Face Alignment	❌	❌	✅	✅	❌	❌	❌	2
Self-View Grounding Given a Narrated 360° Video	❌	❌	✅	✅	✅	❌	✅	4
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence	✅	✅	✅	❌	❌	❌	✅	4
Semi-Black Box: Rapid Development of Planning Based Solutions	❌	❌	❌	❌	✅	❌	✅	2
Semi-Distantly Supervised Neural Model for Generating Compact Answers to Open-Domain Why Questions	❌	❌	❌	✅	✅	❌	✅	3
Semi-Supervised AUC Optimization Without Guessing Labels of Unlabeled Data	✅	❌	✅	✅	❌	❌	✅	4
Semi-Supervised Bayesian Attribute Learning for Person Re-Identification	✅	❌	✅	❌	❌	❌	❌	2
Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs	❌	✅	✅	✅	❌	❌	✅	4
Semi-Supervised Learning From Crowds Using Deep Generative Models	❌	❌	✅	✅	❌	❌	✅	3
Sensor-Based Activity Recognition via Learning From Distributions	❌	❌	✅	✅	✅	❌	✅	4
Sentence Ordering and Coherence Modeling using Recurrent Neural Networks	❌	❌	✅	✅	❌	❌	✅	3
SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings	✅	✅	✅	✅	❌	❌	✅	5
Sentiment Analysis via Deep Hybrid Textual-Crowd Learning Model	✅	❌	❌	❌	❌	❌	✅	2
Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring	❌	❌	✅	❌	✅	❌	✅	3
Sequence-to-Sequence Learning via Shared Latent Representation	❌	❌	✅	✅	❌	❌	✅	3
Sequential Copying Networks	❌	❌	✅	✅	❌	✅	✅	4
Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training	❌	❌	✅	✅	❌	❌	✅	3
Single-Peakedness and Total Unimodularity: New Polynomial-Time Algorithms for Multi-Winner Elections	❌	❌	❌	❌	❌	❌	❌	0
Situation Calculus Semantics for Actual Causality	❌	❌	❌	❌	❌	❌	❌	0
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring	❌	❌	✅	✅	✅	❌	✅	4
Slim Embedding Layers for Recurrent Neural Language Models	✅	❌	✅	✅	✅	❌	✅	5
Social Norms of Cooperation With Costly Reputation Building	❌	❌	❌	❌	❌	❌	✅	1
Social Recommendation with an Essential Preference Space	❌	❌	✅	❌	❌	❌	✅	2
Source Traces for Temporal Difference Learning	✅	❌	❌	❌	❌	❌	✅	2
Source-Target Inference Models for Spatial Instruction Understanding	❌	❌	✅	✅	❌	❌	✅	3
Sparse Gaussian Conditional Random Fields on Top of Recurrent Neural Networks	✅	❌	✅	❌	✅	❌	✅	4
Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data	✅	✅	✅	❌	✅	❌	✅	5
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition	❌	✅	✅	✅	✅	❌	✅	5
Spatial as Deep: Spatial CNN for Traffic Scene Understanding	❌	✅	✅	✅	❌	✅	✅	5
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition	❌	❌	✅	✅	❌	❌	✅	3
Spatiotemporal Activity Modeling Under Data Scarcity: A Graph-Regularized Cross-Modal Embedding Approach	❌	❌	✅	✅	✅	❌	✅	4
Spectral Word Embedding with Negative Sampling	❌	✅	✅	❌	❌	❌	✅	3
Splitting an LPMLN Program	✅	❌	❌	❌	✅	❌	❌	2
SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network	❌	❌	✅	❌	✅	✅	✅	4
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning	❌	❌	✅	✅	❌	❌	✅	3
Stackelberg Planning: Towards Effective Leader-Follower State Space Search	✅	❌	✅	❌	✅	❌	❌	3
StarSpace: Embed All The Things!	❌	✅	✅	✅	❌	❌	✅	4
State of the Art: Reproducibility in Artificial Intelligence	❌	✅	❌	❌	❌	❌	❌	1
Statistical Inference Using SGD	❌	❌	✅	❌	❌	❌	✅	2
Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size	✅	✅	✅	✅	✅	✅	✅	7
Strategic Coalitions With Perfect Recall	❌	❌	❌	❌	❌	❌	❌	0
Strategic Coordination of Human Patrollers and Mobile Sensors With Signaling for Security Games	✅	❌	❌	❌	✅	✅	✅	4
Stream Reasoning in Temporal Datalog	✅	❌	❌	❌	❌	❌	❌	1
Streaming Non-Monotone Submodular Maximization: Personalized Video Summarization on the Fly	✅	✅	✅	❌	❌	❌	✅	4
Structural Deep Embedding for Hyper-Networks	✅	❌	✅	❌	❌	❌	✅	3
Style Transfer in Text: Exploration and Evaluation	❌	❌	✅	✅	❌	❌	✅	3
Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction	❌	✅	✅	✅	✅	❌	✅	5
Sublinear Search Spaces for Shortest Path Planning in Grid and Road Networks	❌	❌	❌	❌	❌	❌	❌	0
Submodular Function Maximization Over Graphs via Zero-Suppressed Binary Decision Diagrams	✅	❌	✅	❌	✅	❌	✅	4
Substructure Assembling Network for Graph Classification	❌	❌	✅	✅	❌	❌	✅	3
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks	❌	✅	✅	✅	❌	❌	✅	4
Supervised Deep Hashing for Hierarchical Labeled Data	✅	❌	✅	❌	❌	❌	✅	3
Sweep-Based Propagation for String Constraint Solving	✅	✅	❌	❌	✅	✅	✅	5
Syntax-Directed Attention for Neural Machine Translation	❌	❌	✅	✅	✅	❌	✅	4
Synthesis of Orchestrations of Transducers for Manufacturing	❌	❌	❌	❌	❌	❌	❌	0
Synthesis of Programs from Multimodal Datasets	❌	❌	✅	✅	❌	❌	❌	2
T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition	❌	✅	✅	✅	✅	❌	✅	5
TIMERS: Error-Bounded SVD Restart on Dynamic Networks	✅	✅	✅	❌	✅	❌	✅	5
Table-to-Text Generation by Structure-Aware Seq2seq Learning	❌	✅	✅	✅	❌	✅	✅	5
Table-to-Text: Describing Table Region With Natural Language	❌	❌	✅	✅	❌	❌	✅	3
Tap and Shoot Segmentation	❌	❌	✅	✅	✅	❌	✅	4
Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM	❌	❌	✅	✅	❌	❌	✅	3
Task-Aware Compressed Sensing With Generative Adversarial Networks	✅	✅	✅	✅	❌	❌	❌	4
Task-Specific Representation Learning for Web-Scale Entity Disambiguation	❌	✅	✅	❌	✅	✅	✅	5
Tau-FPL: Tolerance-Constrained Learning in Linear Time	✅	❌	✅	✅	✅	❌	❌	4
Teaching a Machine to Read Maps With Deep Reinforcement Learning	❌	✅	❌	✅	❌	❌	✅	3
Telepath: Understanding Users from a Human Vision Perspective in Large-Scale Recommender Systems	❌	❌	❌	❌	❌	❌	✅	1
Temporal-Difference Learning With Sampling Baseline for Image Captioning	❌	❌	✅	✅	❌	❌	✅	3
Temporal-Enhanced Convolutional Network for Person Re-Identification	❌	❌	✅	❌	✅	❌	✅	3
Tensorized Projection for High-Dimensional Binary Embedding	❌	❌	✅	✅	✅	❌	✅	4
The Complexity of Bribery in Network-Based Rating Systems	❌	❌	❌	❌	❌	❌	❌	0
The Conference Paper Assignment Problem: Using Order Weighted Averages to Assign Indivisible Goods	✅	❌	✅	❌	❌	✅	✅	4
The Geometric Block Model	✅	❌	✅	❌	❌	❌	✅	3
The Role of Data-Driven Priors in Multi-Agent Crowd Trajectory Estimation	✅	❌	✅	❌	❌	❌	✅	3
The Shape of Art History in the Eyes of the Machine	❌	❌	✅	✅	❌	❌	✅	3
The Structural Affinity Method for Solving the Raven’s Progressive Matrices Test for Intelligence	❌	❌	✅	❌	❌	❌	❌	1
Thinking in PolAR Pictures: Using Rotation-Friendly Mental Images to Solve Leiter-R Form Completion	✅	❌	❌	❌	❌	❌	✅	2
Tool Auctions	❌	❌	❌	❌	❌	❌	❌	0
Top-Down Feedback for Crowd Counting Convolutional Neural Network	❌	❌	✅	✅	❌	❌	✅	3
Topic Modeling on Health Journals With Regularized Variational Inference	❌	❌	❌	❌	❌	❌	✅	1
TorusE: Knowledge Graph Embedding on a Lie Group	❌	❌	✅	✅	✅	❌	✅	4
Toward Deep Reinforcement Learning Without a Simulator: An Autonomous Steering Example	❌	❌	❌	✅	✅	❌	✅	3
Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes	✅	❌	✅	✅	❌	❌	✅	4
Towards Automatic Learning of Procedures From Web Instructional Videos	❌	❌	✅	✅	❌	❌	✅	3
Towards Building Large Scale Multimodal Domain-Aware Conversation Systems	❌	❌	✅	✅	❌	❌	✅	3
Towards Efficient Detection of Overlapping Communities in Massive Networks	✅	❌	✅	❌	❌	❌	✅	3
Towards Formal Definitions of Blameworthiness, Intention, and Moral Responsibility	❌	❌	❌	❌	❌	❌	❌	0
Towards Generalization in QBF Solving via Machine Learning	✅	❌	✅	❌	✅	✅	✅	5
Towards Imperceptible and Robust Adversarial Example Attacks Against Neural Networks	✅	❌	✅	❌	❌	❌	✅	3
Towards Perceptual Image Dehazing by Physics-Based Disentanglement and Adversarial Training	❌	❌	✅	✅	❌	❌	❌	2
Towards Training Probabilistic Topic Models on Neuromorphic Multi-Chip Systems	✅	❌	❌	❌	❌	❌	✅	2
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework	❌	❌	✅	❌	✅	❌	❌	2
Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes	✅	❌	❌	✅	❌	❌	✅	3
Towards a Unified Framework for Syntactic Inconsistency Measures	❌	❌	❌	❌	❌	❌	❌	0
Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis	✅	❌	✅	✅	✅	❌	✅	5
Tracking Occluded Objects and Recovering Incomplete Trajectories by Reasoning About Containment Relations and Human Actions	❌	❌	✅	❌	❌	❌	❌	1
Traffic Optimization for a Mixture of Self-Interested and Compliant Agents	❌	❌	✅	❌	❌	❌	✅	2
Training CNNs With Normalized Kernels	✅	❌	✅	❌	❌	❌	❌	2
Training Set Debugging Using Trusted Items	✅	✅	✅	✅	❌	❌	❌	4
Training and Evaluating Improved Dependency-Based Word Embeddings	❌	✅	❌	❌	❌	❌	✅	2
Transfer Adversarial Hashing for Hamming Space Retrieval	❌	❌	✅	✅	❌	❌	✅	3
Transferable Contextual Bandit for Cross-Domain Recommendation	✅	❌	✅	❌	❌	❌	✅	3
Transferable Semi-Supervised Semantic Segmentation	❌	❌	✅	✅	✅	❌	✅	4
Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions	❌	✅	✅	✅	❌	❌	✅	4
Translating Pro-Drop Languages With Reconstruction Models	❌	❌	✅	✅	✅	❌	✅	4
Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation	✅	❌	❌	✅	✅	❌	✅	4
Truthful and Near-Optimal Mechanisms for Welfare Maximization in Multi-Winner Elections	✅	❌	❌	❌	❌	❌	❌	1
Twitter Summarization Based on Social Network and Sparse Reconstruction	✅	❌	✅	❌	❌	❌	✅	3
Two Knowledge-based Methods for High-Performance Sense Distribution Learning	❌	❌	✅	✅	❌	❌	✅	3
UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss	❌	✅	✅	✅	❌	❌	✅	4
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process	✅	❌	✅	✅	❌	❌	✅	4
Understanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues	❌	❌	❌	❌	❌	❌	✅	1
Understanding Over Participation in Simple Contests	❌	❌	❌	❌	❌	❌	✅	1
Understanding Social Interpersonal Interaction via Synchronization Templates of Facial Events	❌	❌	❌	✅	❌	❌	✅	2
Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points	✅	❌	✅	❌	❌	❌	✅	3
Unified Spectral Clustering With Optimal Graph	✅	✅	✅	❌	❌	❌	✅	4
Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization	❌	❌	✅	✅	❌	❌	✅	3
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks	❌	❌	✅	✅	❌	❌	✅	3
Unsupervised Articulated Skeleton Extraction From Point Set Sequences Captured by a Single Depth Camera	✅	❌	✅	❌	❌	❌	✅	3
Unsupervised Deep Learning of Mid-Level Video Representation for Action Recognition	✅	❌	✅	✅	✅	❌	✅	5
Unsupervised Domain Adaptation With Distribution Matching Machines	❌	❌	✅	❌	❌	❌	✅	2
Unsupervised Generative Adversarial Cross-Modal Hashing	❌	❌	✅	❌	❌	❌	✅	2
Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency	❌	❌	✅	✅	✅	❌	✅	4
Unsupervised Part-Based Weighting Aggregation of Deep Convolutional Features for Image Retrieval	❌	❌	✅	✅	❌	❌	✅	3
Unsupervised Personalized Feature Selection	✅	❌	✅	❌	❌	❌	✅	3
Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition	✅	❌	✅	✅	❌	❌	✅	4
Unsupervised Selection of Negative Examples for Grounded Language Learning	❌	❌	❌	✅	❌	❌	✅	2
Uplink Communication Efficient Differentially Private Sparse Optimization With Feature-Wise Distributed Data	✅	❌	❌	❌	❌	❌	❌	1
Urban Dreams of Migrants: A Case Study of Migrant Integration in Shanghai	❌	❌	❌	❌	❌	❌	✅	1
Using Syntax to Ground Referring Expressions in Natural Images	✅	✅	✅	✅	❌	❌	✅	5
Using k-Way Co-Occurrences for Learning Word Embeddings	❌	❌	✅	❌	❌	❌	✅	2
Utilitarians Without Utilities: Maximizing Social Welfare for Graph Problems Using Only Ordinal Preferences	✅	❌	❌	❌	❌	❌	❌	1
VSE-ens: Visual-Semantic Embeddings with Efficient Negative Sampling	✅	❌	✅	❌	❌	❌	✅	3
Variational BOLT: Approximate Learning in Factorial Hidden Markov Models With Application to Energy Disaggregation	✅	✅	✅	❌	❌	❌	✅	4
Variational Probability Flow for Biologically Plausible Training of Deep Neural Networks	✅	❌	✅	✅	❌	❌	✅	4
Variational Reasoning for Question Answering With Knowledge Graph	✅	❌	✅	✅	❌	❌	❌	3
Variational Recurrent Neural Machine Translation	❌	❌	✅	✅	❌	❌	✅	3
Verifying Properties of Binarized Deep Neural Networks	❌	❌	✅	❌	✅	❌	✅	3
Video Generation From Text	❌	❌	✅	✅	❌	❌	✅	3
Video Summarization via Semantic Attended Networks	✅	❌	✅	✅	✅	❌	✅	5
Video-Based Person Re-Identification via Self Paced Weighting	❌	❌	✅	❌	❌	❌	❌	1
Video-Based Sign Language Recognition Without Temporal Segmentation	❌	❌	✅	✅	❌	❌	✅	3
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects	❌	❌	✅	❌	✅	❌	❌	2
Visual Relationship Detection With Deep Structural Ranking	❌	❌	✅	❌	✅	❌	✅	3
WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation	❌	❌	✅	✅	❌	❌	✅	3
Warmstarting of Model-Based Algorithm Configuration	✅	✅	✅	✅	✅	✅	✅	7
Wasserstein Distance Guided Representation Learning for Domain Adaptation	✅	✅	✅	❌	❌	❌	✅	4
Weakly Supervised Collective Feature Learning From Curated Media	❌	❌	✅	✅	❌	❌	✅	3
Weakly Supervised Induction of Affective Events by Optimizing Semantic Consistency	✅	❌	✅	✅	❌	✅	✅	5
Weakly Supervised Salient Object Detection Using Image Labels	✅	❌	✅	✅	✅	❌	✅	5
Weighted Abstract Dialectical Frameworks	❌	❌	❌	❌	❌	❌	❌	0
Weighted Multi-View Spectral Clustering Based on Spectral Perturbation	✅	❌	✅	❌	❌	❌	✅	3
Weighted Voting Via No-Regret Learning	✅	❌	❌	❌	❌	❌	❌	1
When Social Advertising Meets Viral Marketing: Sequencing Social Advertisements for Influence Maximization	✅	❌	✅	❌	❌	❌	✅	3
When Waiting Is Not an Option: Learning Options With a Deliberation Cost	✅	✅	✅	❌	❌	❌	✅	4
When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks	❌	✅	❌	✅	✅	✅	✅	5
Who Said What: Modeling Individual Labelers Improves Classification	❌	❌	✅	✅	❌	❌	✅	3
WiFi-Based Human Identification via Convex Tensor Shapelet Learning	❌	❌	❌	✅	❌	❌	❌	1
Word Attention for Sequence to Sequence Text Understanding	❌	❌	✅	✅	✅	✅	✅	5
Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering	❌	❌	✅	❌	❌	❌	✅	2
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game	✅	❌	✅	✅	❌	❌	❌	3
Zero-Shot Learning With Attribute Selection	❌	❌	✅	✅	❌	❌	❌	2
Zero-Shot Learning via Class-Conditioned Deep Generative Models	❌	❌	✅	✅	✅	❌	✅	4
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information	❌	❌	✅	❌	❌	❌	✅	2
gOCCF: Graph-Theoretic One-Class Collaborative Filtering Based on Uninteresting Items	❌	✅	✅	✅	❌	❌	✅	4
r-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches	❌	❌	✅	❌	❌	❌	✅	2
totSAT – Totally-Ordered Hierarchical Planning Through SAT	❌	✅	❌	❌	✅	❌	❌	2