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AAAI 2021 Accepted Papers

The full list of 1,653 papers accepted at AAAI 2021 (Association for the Advancement of Artificial Intelligence Annual Conference on Artificial Intelligence). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

Technical: 1,653
  1. Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and AssignmentTechnical19 citations
  2. CPCGAN: A Controllable 3D Point Cloud Generative Adversarial Network with Semantic Label GeneratingTechnical19 citations
  3. Contextualized Rewriting for Text SummarizationTechnical19 citations
  4. Deep Wasserstein Graph Discriminant Learning for Graph ClassificationTechnical19 citations
  5. Differentially Private Decomposable Submodular MaximizationTechnical19 citations
  6. Differentially Private k-Means via Exponential Mechanism and Max CoverTechnical19 citations
  7. Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and BeyondTechnical19 citations
  8. Enhanced Regularizers for Attributional RobustnessTechnical19 citations
  9. Evolution Strategies for Approximate Solution of Bayesian GamesTechnical19 citations
  10. Exploiting Relationship for Complex-scene Image GenerationTechnical19 citations
  11. Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form GamesTechnical19 citations
  12. Hierarchical Coherence Modeling for Document Quality AssessmentTechnical19 citations
  13. How RL Agents Behave When Their Actions Are ModifiedTechnical19 citations
  14. Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision ProcessesTechnical19 citations
  15. Necessary and Sufficient Conditions for Avoiding Reopenings in Best First Suboptimal Search with General Bounding FunctionsTechnical19 citations
  16. Neural Relational Inference with Efficient Message Passing MechanismsTechnical19 citations
  17. Optical Flow Estimation from a Single Motion-blurred ImageTechnical19 citations
  18. Solving Common-Payoff Games with Approximate Policy IterationTechnical19 citations
  19. Spherical Image Generation from a Single Image by Considering Scene SymmetryTechnical19 citations
  20. The Complexity Landscape of Claim-Augmented Argumentation FrameworksTechnical19 citations
  21. Towards Topic-Aware Slide Generation For Academic Papers With Unsupervised Mutual LearningTechnical19 citations
  22. Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning AttacksTechnical19 citations
  23. We Can Explain Your Research in Layman’s Terms: Towards Automating Science Journalism at ScaleTechnical19 citations
  24. Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual RequestsTechnical19 citations
  25. A Hierarchical Approach to Multi-Event Survival AnalysisTechnical18 citations
  26. Accurate and Robust Feature Importance Estimation under Distribution ShiftsTechnical18 citations
  27. Addressing Domain Gap via Content Invariant Representation for Semantic SegmentationTechnical18 citations
  28. Adversarial Defence by Diversified Simultaneous Training of Deep EnsemblesTechnical18 citations
  29. Analogical Image Translation for Fog GenerationTechnical18 citations
  30. Bayesian Persuasion under Ex Ante and Ex Post ConstraintsTechnical18 citations
  31. Distribution Matching for RationalizationTechnical18 citations
  32. Dynamically Grown Generative Adversarial NetworksTechnical18 citations
  33. Edge-competing Pathological Liver Vessel Segmentation with Limited LabelsTechnical18 citations
  34. Fair Representations by CompressionTechnical18 citations
  35. Generalized Relation Learning with Semantic Correlation Awareness for Link PredictionTechnical18 citations
  36. Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological DisordersTechnical18 citations
  37. Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile ActivationsTechnical18 citations
  38. Joint-Label Learning by Dual Augmentation for Time Series ClassificationTechnical18 citations
  39. Knowledge-aware Named Entity Recognition with Alleviating HeterogeneityTechnical18 citations
  40. NeuralAC: Learning Cooperation and Competition Effects for Match Outcome PredictionTechnical18 citations
  41. Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials ScienceTechnical18 citations
  42. Progressive One-shot Human ParsingTechnical18 citations
  43. Reaching Individually Stable Coalition Structures in Hedonic GamesTechnical18 citations
  44. Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural UnitsTechnical18 citations
  45. SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative TensorsTechnical18 citations
  46. Selfish Creation of Social NetworksTechnical18 citations
  47. Sublinear Classical and Quantum Algorithms for General Matrix GamesTechnical18 citations
  48. TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech SynthesisTechnical18 citations
  49. Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot LearningTechnical18 citations
  50. Time-Independent Planning for Multiple Moving AgentsTechnical18 citations
  51. Towards Enabling Learnware to Handle Unseen JobsTechnical18 citations
  52. Tracking Interaction States for Multi-Turn Text-to-SQL Semantic ParsingTechnical18 citations
  53. Unsupervised Active Learning via Subspace LearningTechnical18 citations
  54. *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional TaskTechnical17 citations
  55. A Flexible Framework for Communication-Efficient Machine LearningTechnical17 citations
  56. Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous FeedbackTechnical17 citations
  57. Better Bounds on the Adaptivity Gap of Influence Maximization under Full-adoption FeedbackTechnical17 citations
  58. Boosting Image-based Mutual Gaze Detection using Pseudo 3D GazeTechnical17 citations
  59. Class-Attentive Diffusion Network for Semi-Supervised ClassificationTechnical17 citations
  60. Classification with Strategically Withheld DataTechnical17 citations
  61. Deep Spiking Neural Network with Neural Oscillation and Spike-Phase InformationTechnical17 citations
  62. Explaining Neural Matrix Factorization with Gradient RollbackTechnical17 citations
  63. Generative Partial Visual-Tactile Fused Object ClusteringTechnical17 citations
  64. GradingNet: Towards Providing Reliable Supervisions for Weakly Supervised Object Detection by Grading the Box CandidatesTechnical17 citations
  65. IA-GM: A Deep Bidirectional Learning Method for Graph MatchingTechnical17 citations
  66. Implicit Kernel AttentionTechnical17 citations
  67. Learning Branching Heuristics for Propositional Model CountingTechnical17 citations
  68. Learning To Scale Mixed-Integer ProgramsTechnical17 citations
  69. More the Merrier: Towards Multi-Emotion and Intensity Controllable Response GenerationTechnical17 citations
  70. Object Relation Attention for Image Paragraph CaptioningTechnical17 citations
  71. Online Non-Monotone DR-Submodular MaximizationTechnical17 citations
  72. PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive LearningTechnical17 citations
  73. Preferred Explanations for Ontology-Mediated Queries under Existential RulesTechnical17 citations
  74. RevMan: Revenue-aware Multi-task Online Insurance RecommendationTechnical17 citations
  75. Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic LogicTechnical17 citations
  76. Sequential Attacks on Kalman Filter-based Forward Collision Warning SystemsTechnical17 citations
  77. Span-Based Event Coreference ResolutionTechnical17 citations
  78. Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic ForecastingTechnical17 citations
  79. Time to Transfer: Predicting and Evaluating Machine-Human Chatting HandoffTechnical17 citations
  80. Toward Realistic Virtual Try-on Through Landmark Guided Shape MatchingTechnical17 citations
  81. Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-EncoderTechnical17 citations
  82. XraySyn: Realistic View Synthesis From a Single Radiograph Through CT PriorsTechnical17 citations
  83. Achieving Proportionality up to the Maximin Item with Indivisible GoodsTechnical16 citations
  84. Action Candidate Based Clipped Double Q-learning for Discrete and Continuous Action TasksTechnical16 citations
  85. Artificial Dummies for Urban Dataset AugmentationTechnical16 citations
  86. Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient DirectionsTechnical16 citations
  87. Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic SearchTechnical16 citations
  88. Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task LearningTechnical16 citations
  89. Efficient Deep Image Denoising via Class Specific ConvolutionTechnical16 citations
  90. Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual LearningTechnical16 citations
  91. Extreme k-Center ClusteringTechnical16 citations
  92. Generalization in Portfolio-Based Algorithm SelectionTechnical16 citations
  93. GoT: a Growing Tree Model for Clustering EnsembleTechnical16 citations
  94. How Do We Move: Modeling Human Movement with System DynamicsTechnical16 citations
  95. Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text ClassificationTechnical16 citations
  96. Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning ApproachTechnical16 citations
  97. Investigate Indistinguishable Points in Semantic Segmentation of 3D Point CloudTechnical16 citations
  98. Isolation Graph KernelTechnical16 citations
  99. Knowledge Refactoring for Inductive Program SynthesisTechnical16 citations
  100. Learning Flexibly Distributional Representation for Low-quality 3D Face RecognitionTechnical16 citations
  101. Multi-level Distance Regularization for Deep Metric LearningTechnical16 citations
  102. Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular MaximizationTechnical16 citations
  103. Necessarily Optimal One-Sided MatchingsTechnical16 citations
  104. Neighborhood Consensus Networks for Unsupervised Multi-view Outlier DetectionTechnical16 citations
  105. On Estimating Recommendation Evaluation Metrics under SamplingTechnical16 citations
  106. On the Complexity of Finding Justifications for Collective DecisionsTechnical16 citations
  107. Optimal Kidney Exchange with ImmunosuppressantsTechnical16 citations
  108. PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature LearningTechnical16 citations
  109. PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNsTechnical16 citations
  110. PID-Based Approach to Adversarial AttacksTechnical16 citations
  111. PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest RecommendationTechnical16 citations
  112. Parameterized Algorithms for MILPs with Small TreedepthTechnical16 citations
  113. Probing Product Description Generation via Posterior DistillationTechnical16 citations
  114. Reasoning in Dialog: Improving Response Generation by Context Reading ComprehensionTechnical16 citations
  115. Robust Spatio-Temporal Purchase Prediction via Deep Meta LearningTechnical16 citations
  116. SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose EstimationTechnical16 citations
  117. Scalable and Explainable 1-Bit Matrix Completion via Graph Signal LearningTechnical16 citations
  118. Searching for Alignment in Face RecognitionTechnical16 citations
  119. Sketch and Customize: A Counterfactual Story GeneratorTechnical16 citations
  120. StatEcoNet: Statistical Ecology Neural Networks for Species Distribution ModelingTechnical16 citations
  121. Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency TreesTechnical16 citations
  122. Successor Feature Sets: Generalizing Successor Representations Across PoliciesTechnical16 citations
  123. Teacher Guided Neural Architecture Search for Face RecognitionTechnical16 citations
  124. The Maximin Support Method: An Extension of the D’Hondt Method to Approval-Based Multiwinner ElectionsTechnical16 citations
  125. Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial NetworksTechnical16 citations
  126. Treewidth-Aware Complexity in ASP: Not all Positive Cycles are Equally HardTechnical16 citations
  127. United for Change: Deliberative Coalition Formation to Change the Status QuoTechnical16 citations
  128. Adaptive Knowledge Driven Regularization for Deep Neural NetworksTechnical15 citations
  129. An Information-Theoretic Framework for Unifying Active Learning ProblemsTechnical15 citations
  130. An LP-Based Approach for Goal Recognition as PlanningTechnical15 citations
  131. Binary Matrix Factorisation via Column GenerationTechnical15 citations
  132. Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect TheoryTechnical15 citations
  133. Estimation of Spectral Risk MeasuresTechnical15 citations
  134. Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human ParsingTechnical15 citations
  135. KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation ClassificationTechnical15 citations
  136. Knowledge Refinery: Learning from Decoupled LabelTechnical15 citations
  137. LRSC: Learning Representations for Subspace ClusteringTechnical15 citations
  138. Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain TranslationTechnical15 citations
  139. Learning Local Neighboring Structure for Robust 3D Shape RepresentationTechnical15 citations
  140. Multi-Dimensional Explanation of Target Variables from DocumentsTechnical15 citations
  141. Multi-type Disentanglement without Adversarial TrainingTechnical15 citations
  142. NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique ProblemTechnical15 citations
  143. Perception Score: A Learned Metric for Open-ended Text Generation EvaluationTechnical15 citations
  144. Policy Optimization as Online Learning with Mediator FeedbackTechnical15 citations
  145. Reward-Biased Maximum Likelihood Estimation for Linear Stochastic BanditsTechnical15 citations
  146. Scalable Affinity Propagation for Massive DatasetsTechnical15 citations
  147. Symbolic Search for Optimal Total-Order HTN PlanningTechnical15 citations
  148. The Counterfactual NESS Definition of CausationTechnical15 citations
  149. The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural NetworkTechnical15 citations
  150. Unanswerable Question Correction in Question Answering over Personal Knowledge BaseTechnical15 citations
  151. A General Setting for Gradual Semantics Dealing with SimilarityTechnical14 citations
  152. A Neural Group-wise Sentiment Analysis Model with Data Sparsity AwarenessTechnical14 citations
  153. Apparently Irrational Choice as Optimal Sequential Decision MakingTechnical14 citations
  154. Automated Mechanism Design for Classification with Partial VerificationTechnical14 citations
  155. Bayesian Distributional Policy GradientsTechnical14 citations
  156. Coalition Formation in Multi-defender Security GamesTechnical14 citations
  157. DecAug: Augmenting HOI Detection via DecompositionTechnical14 citations
  158. Differentially Private Stochastic Coordinate DescentTechnical14 citations
  159. Equivalent Causal ModelsTechnical14 citations
  160. Evolutionary Game Theory Squared: Evolving Agents in Endogenously Evolving Zero-Sum GamesTechnical14 citations
  161. Faster Stackelberg Planning via Symbolic Search and Information SharingTechnical14 citations
  162. Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary SentencesTechnical14 citations
  163. GIF Thumbnails: Attract More Clicks to Your VideosTechnical14 citations
  164. Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency DetectionTechnical14 citations
  165. LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration ConstraintsTechnical14 citations
  166. Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease IdentificationTechnical14 citations
  167. On-line Learning of Planning Domains from Sensor Data in PAL: Scaling up to Large State SpacesTechnical14 citations
  168. Online Posted Pricing with Unknown Time-Discounted ValuationsTechnical14 citations
  169. Planning from Pixels in Atari with Learned Symbolic RepresentationsTechnical14 citations
  170. Proactive Privacy-preserving Learning for RetrievalTechnical14 citations
  171. Programmatic Strategies for Real-Time Strategy GamesTechnical14 citations
  172. RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile DevicesTechnical14 citations
  173. Sample-Specific Output Constraints for Neural NetworksTechnical14 citations
  174. Segmentation of Tweets with URLs and its Applications to Sentiment AnalysisTechnical14 citations
  175. Solution Concepts in Hierarchical Games Under Bounded Rationality With Applications to Autonomous DrivingTechnical14 citations
  176. Stochastic Graphical Bandits with Adversarial CorruptionsTechnical14 citations
  177. Synchronous Interactive Decoding for Multilingual Neural Machine TranslationTechnical14 citations
  178. Towards Generalized Implementation of Wasserstein Distance in GANsTechnical14 citations
  179. Towards Reusable Network Components by Learning Compatible RepresentationsTechnical14 citations
  180. Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random DataTechnical14 citations
  181. UNIPoint: Universally Approximating Point Processes IntensitiesTechnical14 citations
  182. Uncertainty Quantification in CNN Through the Bootstrap of Convex Neural NetworksTechnical14 citations
  183. Variance Penalized On-Policy and Off-Policy Actor-CriticTechnical14 citations
  184. Variational Disentanglement for Rare Event ModelingTechnical14 citations
  185. Weakly Supervised Deep Hyperspherical Quantization for Image RetrievalTechnical14 citations
  186. Weighting-based Variable Neighborhood Search for Optimal Camera PlacementTechnical14 citations
  187. A Trace-restricted Kronecker-Factored Approximation to Natural GradientTechnical13 citations
  188. Anomaly Attribution with Likelihood CompensationTechnical13 citations
  189. Decentralized Multi-Agent Linear Bandits with Safety ConstraintsTechnical13 citations
  190. Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated CamerasTechnical13 citations
  191. Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient DescentTechnical13 citations
  192. Explicitly Modeled Attention Maps for Image ClassificationTechnical13 citations
  193. FontRL: Chinese Font Synthesis via Deep Reinforcement LearningTechnical13 citations
  194. High Dimensional Level Set Estimation with Bayesian Neural NetworkTechnical13 citations
  195. Improved POMDP Tree Search Planning with Prioritized Action BranchingTechnical13 citations
  196. Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active QueriesTechnical13 citations
  197. Indecision ModelingTechnical13 citations
  198. Inverse Reinforcement Learning From Like-Minded TeachersTechnical13 citations
  199. Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text ClassificationTechnical13 citations
  200. Learning Comprehensive Motion Representation for Action RecognitionTechnical13 citations
  201. Learning Deep Generative Models for Queuing SystemsTechnical13 citations
  202. Model Uncertainty Guides Visual Object TrackingTechnical13 citations
  203. Multi-task Learning by Leveraging the Semantic InformationTechnical13 citations
  204. NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture SearchTechnical13 citations
  205. Neural Analogical MatchingTechnical13 citations
  206. On the Complexity of Sum-of-Products Problems over SemiringsTechnical13 citations
  207. Point Cloud Semantic Scene Completion from RGB-D ImagesTechnical13 citations
  208. Recursion in Abstract Argumentation is Hard — On the Complexity of Semantics Based on Weak AdmissibilityTechnical13 citations
  209. Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCsTechnical13 citations
  210. Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student ModelTechnical13 citations
  211. SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose EstimationTechnical13 citations
  212. Semi-Supervised Knowledge Amalgamation for Sequence ClassificationTechnical13 citations
  213. Static-Dynamic Interaction Networks for Offline Signature VerificationTechnical13 citations
  214. TDAF: Top-Down Attention Framework for Vision TasksTechnical13 citations
  215. f-Aware Conflict Prioritization & Improved Heuristics For Conflict-Based SearchTechnical13 citations
  216. A Recipe for Global Convergence Guarantee in Deep Neural NetworksTechnical12 citations
  217. A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender ModelsTechnical12 citations
  218. Achieving Envy-freeness and Equitability with Monetary TransfersTechnical12 citations
  219. Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution AlignmentTechnical12 citations
  220. An Improved Upper Bound for SATTechnical12 citations
  221. Boosting Multi-task Learning Through Combination of Task Labels – with Applications in ECG PhenotypingTechnical12 citations
  222. Characterizing the Evasion Attackability of Multi-label ClassifiersTechnical12 citations
  223. Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player GamesTechnical12 citations
  224. Contextual Conditional ReasoningTechnical12 citations
  225. Deep Probabilistic Canonical Correlation AnalysisTechnical12 citations
  226. DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental LearningTechnical12 citations
  227. Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with UncertaintyTechnical12 citations
  228. Empowering Adaptive Early-Exit Inference with Latency AwarenessTechnical12 citations
  229. Enabling Fast Instruction-Based Modification of Learned Robot SkillsTechnical12 citations
  230. Estimating α-Rank by Maximizing Information GainTechnical12 citations
  231. Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic ApplicationsTechnical12 citations
  232. Fine-grained Generalization Analysis of Vector-Valued LearningTechnical12 citations
  233. Frequency Consistent Adaptation for Real World Super ResolutionTechnical12 citations
  234. Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural CoherenceTechnical12 citations
  235. Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial RobustnessTechnical12 citations
  236. Incentivizing Truthfulness Through Audits in Strategic ClassificationTechnical12 citations
  237. Learned Extragradient ISTA with Interpretable Residual Structures for Sparse CodingTechnical12 citations
  238. Learning Model-Based Privacy Protection under Budget ConstraintsTechnical12 citations
  239. Learning from My Friends: Few-Shot Personalized Conversation Systems via Social NetworksTechnical12 citations
  240. Longitudinal Deep Kernel Gaussian Process RegressionTechnical12 citations
  241. Multi-View Feature Representation for Dialogue Generation with Bidirectional DistillationTechnical12 citations
  242. PoA of Simple Auctions with Interdependent ValuesTechnical12 citations
  243. Responsibility Attribution in Parameterized Markovian ModelsTechnical12 citations
  244. Semi-supervised Sequence Classification through Change Point DetectionTechnical12 citations
  245. Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic ApplicationsTechnical12 citations
  246. Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR ContentsTechnical12 citations
  247. User Driven Model Adjustment via Boolean Rule ExplanationsTechnical12 citations
  248. Very Important Person Localization in Unconstrained Conditions: A New BenchmarkTechnical12 citations
  249. A Simple Framework for Cognitive PlanningTechnical11 citations
  250. Accelerating Continuous Normalizing Flow with Trajectory Polynomial RegularizationTechnical11 citations
  251. An Enhanced Advising Model in Teacher-Student Framework using State CategorizationTechnical11 citations
  252. Analogy Training Multilingual EncodersTechnical11 citations
  253. Audio-Visual Localization by Synthetic Acoustic Image GenerationTechnical11 citations
  254. Branch and Price for Bus Driver Scheduling with Complex Break ConstraintsTechnical11 citations
  255. Budget Feasible Mechanisms Over GraphsTechnical11 citations
  256. Computing the Proportional Veto CoreTechnical11 citations
  257. Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic StorytellingTechnical11 citations
  258. DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial BanditsTechnical11 citations
  259. Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic ModelTechnical11 citations
  260. Differentially Private Link Prediction with Protected ConnectionsTechnical11 citations
  261. Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding TasksTechnical11 citations
  262. HARGAN: Heterogeneous Argument Attention Network for Persuasiveness PredictionTechnical11 citations
  263. Improved Mutual Information EstimationTechnical11 citations
  264. Large Norms of CNN Layers Do Not Hurt Adversarial RobustnessTechnical11 citations
  265. Learning Set Functions that are Sparse in Non-Orthogonal Fourier BasesTechnical11 citations
  266. Learning with Group NoiseTechnical11 citations
  267. Living Without Beth and Craig: Definitions and Interpolants in Description Logics with Nominals and Role InclusionsTechnical11 citations
  268. Memory-Gated Recurrent NetworksTechnical11 citations
  269. Multi-Proxy Wasserstein Classifier for Image ClassificationTechnical11 citations
  270. MultiTalk: A Highly-Branching Dialog Testbed for Diverse ConversationsTechnical11 citations
  271. Nutri-bullets: Summarizing Health Studies by Composing SegmentsTechnical11 citations
  272. Optimising Automatic Calibration of Electric Muscle StimulationTechnical11 citations
  273. REFINE: Prediction Fusion Network for Panoptic SegmentationTechnical11 citations
  274. RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose EstimationTechnical11 citations
  275. Representative Proxy VotingTechnical11 citations
  276. Scarce Societal Resource Allocation and the Price of (Local) JusticeTechnical11 citations
  277. Self-Progressing Robust TrainingTechnical11 citations
  278. Semantics Altering Modifications for Evaluating Comprehension in Machine ReadingTechnical11 citations
  279. Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph ConsensusTechnical11 citations
  280. Sequential Generative Exploration Model for Partially Observable Reinforcement LearningTechnical11 citations
  281. Single View Point Cloud Generation via Unified 3D PrototypeTechnical11 citations
  282. Social-DPF: Socially Acceptable Distribution Prediction of FuturesTechnical11 citations
  283. Symmetric Component Caching for Model Counting on Combinatorial InstancesTechnical11 citations
  284. The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring DatasetsTechnical11 citations
  285. The Sample Complexity of Teaching by Reinforcement on Q-LearningTechnical11 citations
  286. The Smoothed Complexity of Computing Kemeny and Slater RankingsTechnical11 citations
  287. Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region ApproachTechnical11 citations
  288. Wasserstein Distributionally Robust Inverse Multiobjective OptimizationTechnical11 citations
  289. A Unified Framework for Planning with Learned Neural Network Transition ModelsTechnical10 citations
  290. Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning FrameworkTechnical10 citations
  291. Automated Symbolic Law Discovery: A Computer Vision ApproachTechnical10 citations
  292. Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite NetworksTechnical10 citations
  293. CMAX++ : Leveraging Experience in Planning and Execution using Inaccurate ModelsTechnical10 citations
  294. Conditional Inference under Disjunctive RationalityTechnical10 citations
  295. Constraint Logic Programming for Real-World Test Laboratory SchedulingTechnical10 citations
  296. Deep Style Transfer for Line DrawingsTechnical10 citations
  297. Demodalizing Face Recognition with Synthetic SamplesTechnical10 citations
  298. Dialog Policy Learning for Joint Clarification and Active Learning QueriesTechnical10 citations
  299. ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in HealthcareTechnical10 citations
  300. Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological OrderingsTechnical10 citations
  301. Epistemic Logic of Know-WhoTechnical10 citations
  302. Exact Reduction of Huge Action Spaces in General Reinforcement LearningTechnical10 citations
  303. Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative LearningTechnical10 citations
  304. Fairness in Forecasting and Learning Linear Dynamical SystemsTechnical10 citations
  305. Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic GradientsTechnical10 citations
  306. Flow-based Generative Models for Learning Manifold to Manifold MappingsTechnical10 citations
  307. Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural NetworkTechnical10 citations
  308. KGDet: Keypoint-Guided Fashion DetectionTechnical10 citations
  309. Learning Prediction Intervals for Model PerformanceTechnical10 citations
  310. Learning to Augment for Data-scarce Domain BERT Knowledge DistillationTechnical10 citations
  311. Leveraging Table Content for Zero-shot Text-to-SQL with Meta-LearningTechnical10 citations
  312. MERL: Multimodal Event Representation Learning in Heterogeneous Embedding SpacesTechnical10 citations
  313. Margin of Victory in Tournaments: Structural and Experimental ResultsTechnical10 citations
  314. Neural Sequence-to-grid Module for Learning Symbolic RulesTechnical10 citations
  315. Outlier Impact Characterization for Time Series DataTechnical10 citations
  316. Pareto Optimization for Subset Selection with Dynamic Partition Matroid ConstraintsTechnical10 citations
  317. Physarum Powered Differentiable Linear Programming Layers and ApplicationsTechnical10 citations
  318. REM-Net: Recursive Erasure Memory Network for Commonsense Evidence RefinementTechnical10 citations
  319. Robust Bandit Learning with Imperfect ContextTechnical10 citations
  320. Scalable Graph Networks for Particle SimulationsTechnical10 citations
  321. Submodular Span, with Applications to Conditional Data SummarizationTechnical10 citations
  322. Synchronous Dynamical Systems on Directed Acyclic Graphs: Complexity and AlgorithmsTechnical10 citations
  323. What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric ModelsTechnical10 citations
  324. A General Class of Transfer Learning Regression without Implementation CostTechnical9 citations
  325. A Systematic Evaluation of Object Detection Networks for Scientific PlotsTechnical9 citations
  326. Ada-Segment: Automated Multi-loss Adaptation for Panoptic SegmentationTechnical9 citations
  327. Adversarial Linear Contextual Bandits with Graph-Structured Side ObservationsTechnical9 citations
  328. Asynchronous Teacher Guided Bit-wise Hard Mining for Online HashingTechnical9 citations
  329. Certifying Top-Down Decision-DNNF CompilersTechnical9 citations
  330. Classification with Few Tests through Self-SelectionTechnical9 citations
  331. Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution FiltersTechnical9 citations
  332. Computing Quantal Stackelberg Equilibrium in Extensive-Form GamesTechnical9 citations
  333. Continual General Chunking Problem and SyncMapTechnical9 citations
  334. Deep Recurrent Belief Propagation Network for POMDPsTechnical9 citations
  335. Differential Spectral Normalization (DSN) for PDE DiscoveryTechnical9 citations
  336. Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel DecodingTechnical9 citations
  337. Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic AlgorithmTechnical9 citations
  338. Graph Game EmbeddingTechnical9 citations
  339. Inference Fusion with Associative Semantics for Unseen Object DetectionTechnical9 citations
  340. Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow OptimizationTechnical9 citations
  341. Learning Hybrid Relationships for Person Re-identificationTechnical9 citations
  342. Learning Invariant Representations using Inverse Contrastive LossTechnical9 citations
  343. Learning to Check Contract InconsistenciesTechnical9 citations
  344. Learning to Recommend from Sparse Data via Generative User FeedbackTechnical9 citations
  345. Learning to Truncate Ranked Lists for Information RetrievalTechnical9 citations
  346. Network Satisfaction for Symmetric Relation Algebras with a Flexible AtomTechnical9 citations
  347. Neural Sentence Simplification with Semantic Dependency InformationTechnical9 citations
  348. Online Action RecognitionTechnical9 citations
  349. Proportional Representation under Single-Crossing Preferences RevisitedTechnical9 citations
  350. Safe Search for Stackelberg Equilibria in Extensive-Form GamesTechnical9 citations
  351. Self-Paced Two-dimensional PCATechnical9 citations
  352. Self-Supervised Prototype Representation Learning for Event-Based Corporate ProfilingTechnical9 citations
  353. Semi-Supervised Metric Learning: A Deep ResurrectionTechnical9 citations
  354. Spatio-Temporal Difference Descriptor for Skeleton-Based Action RecognitionTechnical9 citations
  355. Stabilizing Q Learning Via Soft Mellowmax OperatorTechnical9 citations
  356. THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent ComputationTechnical9 citations
  357. Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug DiscoveryTechnical9 citations
  358. Translate the Facial Regions You Like Using Self-Adaptive Region TranslationTechnical9 citations
  359. Variational Inference for Learning Representations of Natural Language EditsTechnical9 citations
  360. Vector Quantized Bayesian Neural Network Inference for Data StreamsTechnical9 citations
  361. Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D ImagesTechnical9 citations
  362. When Hashing Met Matching: Efficient Spatio-Temporal Search for RidesharingTechnical9 citations
  363. A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia DiagnosisTechnical8 citations
  364. Bike-Repositioning Using Volunteers: Crowd Sourcing with Choice RestrictionTechnical8 citations
  365. BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point CloudsTechnical8 citations
  366. Characterizing the Loss Landscape in Non-Negative Matrix FactorizationTechnical8 citations
  367. Competitive Analysis for Two-Level Ski-Rental ProblemTechnical8 citations
  368. Counting Maximal Satisfiable SubsetsTechnical8 citations
  369. Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge TransferTechnical8 citations
  370. Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto EncoderTechnical8 citations
  371. Efficient Optimal Selection for Composited Advertising Creatives with Tree StructureTechnical8 citations
  372. Enhancing Parameter-Free Frank Wolfe with an Extra SubproblemTechnical8 citations
  373. Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised LearningTechnical8 citations
  374. Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and TriggersTechnical8 citations
  375. High-Confidence Off-Policy (or Counterfactual) Variance EstimationTechnical8 citations
  376. Improved Penalty Method via Doubly Stochastic Gradients for Bilevel Hyperparameter OptimizationTechnical8 citations
  377. Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering MachinesTechnical8 citations
  378. Knowledge-Base Degrees of Inconsistency: Complexity and CountingTechnical8 citations
  379. Lenient Regret for Multi-Armed BanditsTechnical8 citations
  380. MIEHDR CNN: Main Image Enhancement based Ghost-Free High Dynamic Range Imaging using Dual-Lens SystemsTechnical8 citations
  381. MLE-Guided Parameter Search for Task Loss Minimization in Neural Sequence ModelingTechnical8 citations
  382. Maintenance of Social Commitments in Multiagent SystemsTechnical8 citations
  383. Newton Optimization on Helmholtz Decomposition for Continuous GamesTechnical8 citations
  384. Order Regularization on Ordinal Loss for Head Pose, Age and Gaze EstimationTechnical8 citations
  385. Proxy Graph Matching with Proximal Matching NetworksTechnical8 citations
  386. Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden VariablesTechnical8 citations
  387. Raven’s Progressive Matrices Completion with Latent Gaussian Process PriorsTechnical8 citations
  388. Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive LawTechnical8 citations
  389. Relational Boosted BanditsTechnical8 citations
  390. SMT-based Safety Checking of Parameterized Multi-Agent SystemsTechnical8 citations
  391. STL-SGD: Speeding Up Local SGD with Stagewise Communication PeriodTechnical8 citations
  392. Sparsity Aware Normalization for GANsTechnical8 citations
  393. Stochastic Bandits with Graph Feedback in Non-Stationary EnvironmentsTechnical8 citations
  394. Synthesis of Search Heuristics for Temporal Planning via Reinforcement LearningTechnical8 citations
  395. Terrace-based Food Counting and SegmentationTechnical8 citations
  396. The Causal Learning of Retail DelinquencyTechnical8 citations
  397. The Parameterized Complexity of Clustering Incomplete DataTechnical8 citations
  398. The Undergraduate Games Corpus: A Dataset for Machine Perception of Interactive MediaTechnical8 citations
  399. Toward Robust Long Range Policy TransferTechnical8 citations
  400. Tracking Disease Outbreaks from Sparse Data with Bayesian InferenceTechnical8 citations
  401. Visual Concept Reasoning NetworksTechnical8 citations
  402. A Multi-step-ahead Markov Conditional Forward Model with Cube Perturbations for Extreme Weather ForecastingTechnical7 citations
  403. A One-Size-Fits-All Solution to Conservative Bandit ProblemsTechnical7 citations
  404. A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning SettingTechnical7 citations
  405. Adaptive Beam Search Decoding for Discrete Keyphrase GenerationTechnical7 citations
  406. AugSplicing: Synchronized Behavior Detection in Streaming TensorsTechnical7 citations
  407. Augmenting Policy Learning with Routines Discovered from a Single DemonstrationTechnical7 citations
  408. Deep Graph Spectral Evolution Networks for Graph Topological EvolutionTechnical7 citations
  409. Deep Metric Learning with Graph ConsistencyTechnical7 citations
  410. Deep Partial Rank Aggregation for Personalized AttributesTechnical7 citations
  411. Depth Privileged Object Detection in Indoor Scenes via Deformation HallucinationTechnical7 citations
  412. Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific PublicationsTechnical7 citations
  413. Endomorphisms of Classical Planning TasksTechnical7 citations
  414. Exploration via State influence ModelingTechnical7 citations
  415. Fast Training of Provably Robust Neural Networks by SinglePropTechnical7 citations
  416. Goal Blending for Responsive Shared Autonomy in a Navigating VehicleTechnical7 citations
  417. Inference-Based Deterministic Messaging For Multi-Agent CommunicationTechnical7 citations
  418. Learning Intuitive Physics with Multimodal Generative ModelsTechnical7 citations
  419. Learning Term Embeddings for Lexical TaxonomiesTechnical7 citations
  420. Learning the Parameters of Bayesian Networks from Uncertain DataTechnical7 citations
  421. Learning to Stop: Dynamic Simulation Monte-Carlo Tree SearchTechnical7 citations
  422. Mining EL Bases with Adaptable Role DepthTechnical7 citations
  423. Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical GuaranteeTechnical7 citations
  424. Multi-View Representation Learning with Manifold SmoothnessTechnical7 citations
  425. Narrative Plan Generation with Self-Supervised LearningTechnical7 citations
  426. Near-Optimal Regret Bounds for Contextual Combinatorial Semi-Bandits with Linear Payoff FunctionsTechnical7 citations
  427. Neural Utility FunctionsTechnical7 citations
  428. New Length Dependent Algorithm for Maximum Satisfiability ProblemTechnical7 citations
  429. On Scalar Embedding of Relative Positions in Attention ModelsTechnical7 citations
  430. On the Approximation of Nash Equilibria in Sparse Win-Lose Multi-player GamesTechnical7 citations
  431. Ranking Sets of Defeasible Elements in Preferential Approaches to Structured Argumentation: Postulates, Relations, and CharacterizationsTechnical7 citations
  432. Residual Shuffle-Exchange Networks for Fast Processing of Long SequencesTechnical7 citations
  433. Revisiting Consistent Hashing with Bounded LoadsTechnical7 citations
  434. Saturated Post-hoc Optimization for Classical PlanningTechnical7 citations
  435. Semantic Consistency Networks for 3D Object DetectionTechnical7 citations
  436. Solving Infinite-Domain CSPs Using the Patchwork PropertyTechnical7 citations
  437. Symbolic Search for Oversubscription PlanningTechnical7 citations
  438. The Complexity of Object Association in Multiple Object TrackingTechnical7 citations
  439. Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party EffectTechnical7 citations
  440. Visual Boundary Knowledge Translation for Foreground SegmentationTechnical7 citations
  441. A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual OdometryTechnical6 citations
  442. AdvantageNAS: Efficient Neural Architecture Search with Credit AssignmentTechnical6 citations
  443. Adversarial Language Games for Advanced Natural Language IntelligenceTechnical6 citations
  444. Bayesian Dynamic Mode Decomposition with Variational Matrix FactorizationTechnical6 citations
  445. Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain AdaptationTechnical6 citations
  446. CNN Profiler on Polar Coordinate Images for Tropical Cyclone Structure AnalysisTechnical6 citations
  447. Communication-Aware Collaborative LearningTechnical6 citations
  448. Computing Plan-Length Bounds Using Lengths of Longest PathsTechnical6 citations
  449. Computing an Efficient Exploration Basis for Learning with Univariate Polynomial FeaturesTechnical6 citations
  450. Defending against Contagious Attacks on a Network with Resource ReallocationTechnical6 citations
  451. Deterministic Mini-batch Sequencing for Training Deep Neural NetworksTechnical6 citations
  452. Diffusion Network Inference from Partial ObservationsTechnical6 citations
  453. Empirical Regularization for Synthetic Sentence Pairs in Unsupervised Neural Machine TranslationTechnical6 citations
  454. Enhancing Balanced Graph Edge Partition with Effective Local SearchTechnical6 citations
  455. Ethical Dilemmas in Strategic GamesTechnical6 citations
  456. Facility’s Perspective to Fair Facility Location ProblemsTechnical6 citations
  457. From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated InteractionsTechnical6 citations
  458. Generalized Adversarially Learned InferenceTechnical6 citations
  459. Hybrid-order Stochastic Block ModelTechnical6 citations
  460. Infinite-Dimensional Fisher Markets: Equilibrium, Duality and OptimizationTechnical6 citations
  461. Inverse Reinforcement Learning with Explicit Policy EstimatesTechnical6 citations
  462. Learning Adjustment Sets from Observational and Limited Experimental DataTechnical6 citations
  463. Learning to Reweight with Deep InteractionsTechnical6 citations
  464. Meta-Learning Effective Exploration Strategies for Contextual BanditsTechnical6 citations
  465. Modeling Voters in Multi-Winner Approval VotingTechnical6 citations
  466. On Continuous Local BDD-Based Search for Hybrid SAT SolvingTechnical6 citations
  467. On the PTAS for Maximin Shares in an Indivisible Mixed MannaTechnical6 citations
  468. Online DR-Submodular Maximization: Minimizing Regret and Constraint ViolationTechnical6 citations
  469. OpEvo: An Evolutionary Method for Tensor Operator OptimizationTechnical6 citations
  470. Partial-Label and Structure-constrained Deep Coupled Factorization NetworkTechnical6 citations
  471. PenDer: Incorporating Shape Constraints via Penalized DerivativesTechnical6 citations
  472. Randomized Generation of Adversary-aware Fake Knowledge Graphs to Combat Intellectual Property TheftTechnical6 citations
  473. Satisfiability and Algorithms for Non-uniform Random k-SATTechnical6 citations
  474. Self-supervised Bilingual Syntactic Alignment for Neural Machine TranslationTechnical6 citations
  475. Towards More Practical and Efficient Automatic Dominance BreakingTechnical6 citations
  476. Visual Relation Detection using Hybrid Analogical LearningTechnical6 citations
  477. A Blind Block Term Decomposition of High Order TensorsTechnical5 citations
  478. Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-OptimalityTechnical5 citations
  479. Active Feature Selection for the Mutual Information CriterionTechnical5 citations
  480. Alternative Baselines for Low-Shot 3D Medical Image Segmentation—An Atlas PerspectiveTechnical5 citations
  481. An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural InformationTechnical5 citations
  482. Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised LearningTechnical5 citations
  483. CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D NetworksTechnical5 citations
  484. Cascade Network with Guided Loss and Hybrid Attention for Finding Good CorrespondencesTechnical5 citations
  485. Cascade Size Distributions: Why They Matter and How to Compute Them EfficientlyTechnical5 citations
  486. Combining Preference Elicitation with Local Search and Greedy Search for Matroid OptimizationTechnical5 citations
  487. Effective Slot Filling via Weakly-Supervised Dual-Model LearningTechnical5 citations
  488. Focused Inference and System PTechnical5 citations
  489. Generating CCG CategoriesTechnical5 citations
  490. Holistic Multi-View Building Analysis in the Wild with Projection PoolingTechnical5 citations
  491. How to Save your Annotation Cost for Panoptic Segmentation?Technical5 citations
  492. Human Uncertainty Inference via Deterministic Ensemble Neural NetworksTechnical5 citations
  493. Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial ObservabilityTechnical5 citations
  494. Improving the Performance-Compatibility Tradeoff with Personalized Objective FunctionsTechnical5 citations
  495. In-game Residential Home Planning via Visual Context-aware Global Relation LearningTechnical5 citations
  496. Instrumental Variable-based Identification for Causal Effects using Covariate InformationTechnical5 citations
  497. Knowledge-Guided Object Discovery with Acquired Deep ImpressionsTechnical5 citations
  498. Learning of Structurally Unambiguous Probabilistic GrammarsTechnical5 citations
  499. Near-Optimal MNL Bandits Under Risk CriteriaTechnical5 citations
  500. Ordinal Historical Dependence in Graphical Event Models with Tree RepresentationsTechnical5 citations
  501. Parallel Constraint AcquisitionTechnical5 citations
  502. Present-Biased OptimizationTechnical5 citations
  503. Probabilistic Dependency GraphsTechnical5 citations
  504. RNA Secondary Structure Representation Network for RNA-proteins Binding PredictionTechnical5 citations
  505. Regret Bounds for Online Kernel Selection in Continuous Kernel SpaceTechnical5 citations
  506. Relational Classification of Biological Cells in Microscopy ImagesTechnical5 citations
  507. Sample-Efficient L0-L2 Constrained Structure Learning of Sparse Ising ModelsTechnical5 citations
  508. Semantics-Aware Inferential Network for Natural Language UnderstandingTechnical5 citations
  509. Smooth Convex Optimization Using Sub-Zeroth-Order OraclesTechnical5 citations
  510. Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings?Technical5 citations
  511. Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation LearningTechnical5 citations
  512. Unsupervised Learning of Discourse Structures using a Tree AutoencoderTechnical5 citations
  513. What’s the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is DifficultTechnical5 citations
  514. eTREE: Learning Tree-structured EmbeddingsTechnical5 citations
  515. i-Algebra: Towards Interactive Interpretability of Deep Neural NetworksTechnical5 citations
  516. Adversarial Turing Patterns from Cellular AutomataTechnical4 citations
  517. Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial LearningTechnical4 citations
  518. Coupon Design in Advertising SystemsTechnical4 citations
  519. Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent CoordinationTechnical4 citations
  520. Deep Bayesian Quadrature Policy OptimizationTechnical4 citations
  521. Disposable Linear Bandits for Online RecommendationsTechnical4 citations
  522. Distant Transfer Learning via Deep Random WalkTechnical4 citations
  523. EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet AllocationTechnical4 citations
  524. Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive SegmentationTechnical4 citations
  525. Faster and Better Simple Temporal ProblemsTechnical4 citations
  526. Foresee then Evaluate: Decomposing Value Estimation with Latent Future PredictionTechnical4 citations
  527. How to Train Your Agent to Read and WriteTechnical4 citations
  528. Improving Generative Moment Matching Networks with Distribution PartitionTechnical4 citations
  529. Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian NetworksTechnical4 citations
  530. Learning a Gradient-free Riemannian Optimizer on Tangent SpacesTechnical4 citations
  531. Multi-Scale Games: Representing and Solving Games on Networks with Group StructureTechnical4 citations
  532. Multi-Task Recurrent Modular NetworksTechnical4 citations
  533. On Convergence of Gradient Expected Sarsa(λ)Technical4 citations
  534. PAC Learning of Causal Trees with Latent VariablesTechnical4 citations
  535. Parameterized Complexity of Logic-Based Argumentation in Schaefer’s FrameworkTechnical4 citations
  536. Preference Elicitation as Average-Case SortingTechnical4 citations
  537. Progression Heuristics for Planning with Probabilistic LTL ConstraintsTechnical4 citations
  538. Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse MatricesTechnical4 citations
  539. Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty RegularizationTechnical4 citations
  540. Submodel Decomposition Bounds for Influence DiagramsTechnical4 citations
  541. Transfer Learning for Efficient Iterative Safety ValidationTechnical4 citations
  542. Trembling-Hand Perfection and Correlation in Sequential GamesTechnical4 citations
  543. A Hybrid Stochastic Gradient Hamiltonian Monte Carlo MethodTechnical3 citations
  544. A Multivariate Complexity Analysis of the Material Consumption Scheduling ProblemTechnical3 citations
  545. Accelerating Neural Machine Translation with Partial Word Embedding CompressionTechnical3 citations
  546. Adaptive Teaching of Temporal Logic Formulas to Preference-based LearnersTechnical3 citations
  547. Adaptive Verifiable Training Using Pairwise Class SimilarityTechnical3 citations
  548. Adversarial Pose Regression Network for Pose-Invariant Face RecognitionsTechnical3 citations
  549. Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with GuaranteesTechnical3 citations
  550. Augmented Experiment in Material Engineering Using Machine LearningTechnical3 citations
  551. Backdoor Decomposable Monotone Circuits and Propagation Complete EncodingsTechnical3 citations
  552. Choosing the Initial State for Online ReplanningTechnical3 citations
  553. Consistent-Separable Feature Representation for Semantic SegmentationTechnical3 citations
  554. Context-Guided Adaptive Network for Efficient Human Pose EstimationTechnical3 citations
  555. Contract-based Inter-user Usage Coordination in Free-floating Car SharingTechnical3 citations
  556. Fair and Efficient Allocations with Limited DemandsTechnical3 citations
  557. Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric ProjectionTechnical3 citations
  558. Geodesic-HOF: 3D Reconstruction Without Cutting CornersTechnical3 citations
  559. Gradient Descent Averaging and Primal-dual Averaging for Strongly Convex OptimizationTechnical3 citations
  560. Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype RepresentationsTechnical3 citations
  561. Iterative Utterance Segmentation for Neural Semantic ParsingTechnical3 citations
  562. Learning to Reweight Imaginary Transitions for Model-Based Reinforcement LearningTechnical3 citations
  563. Model-Agnostic Fits for Understanding Information Seeking Patterns in HumansTechnical3 citations
  564. Multi-Party CampaigningTechnical3 citations
  565. On the Softmax Bottleneck of Recurrent Language ModelsTechnical3 citations
  566. Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer IdentificationTechnical3 citations
  567. Pragmatic Code AutocompleteTechnical3 citations
  568. Preserving Condorcet Winners under Strategic ManipulationTechnical3 citations
  569. Projection-Free Bandit Optimization with Privacy GuaranteesTechnical3 citations
  570. Scalable Equilibrium Computation in Multi-agent Influence Games on NetworksTechnical3 citations
  571. Simpson’s Bias in NLP TrainingTechnical3 citations
  572. Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare MaximizationTechnical3 citations
  573. A Complexity-theoretic Analysis of Green Pickup-and-Delivery ProblemsTechnical2 citations
  574. A Model of Winners AllocationTechnical2 citations
  575. A New Bounding Scheme for Influence DiagramsTechnical2 citations
  576. A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic EnvironmentsTechnical2 citations
  577. Adaptive Prior-Dependent Correction Enhanced Reinforcement Learning for Natural Language GenerationTechnical2 citations
  578. Aggregating Binary Judgments Ranked by AccuracyTechnical2 citations
  579. Approximate Multiplication of Sparse Matrices with Limited SpaceTechnical2 citations
  580. Bayes DistNet – A Robust Neural Network for Algorithm Runtime Distribution PredictionsTechnical2 citations
  581. Characterizing Deep Gaussian Processes via Nonlinear Recurrence SystemsTechnical2 citations
  582. Complex Coordinate-Based Meta-Analysis with Probabilistic ProgrammingTechnical2 citations
  583. Computational Analyses of the Electoral College: Campaigning Is Hard But Approximately ManageableTechnical2 citations
  584. Condorcet Relaxation In Spatial VotingTechnical2 citations
  585. Consistency and Finite Sample Behavior of Binary Class Probability EstimationTechnical2 citations
  586. Cost-aware Graph Generation: A Deep Bayesian Optimization ApproachTechnical2 citations
  587. Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural ArchitecturesTechnical2 citations
  588. Deep Low-Contrast Image Enhancement using Structure Tensor RepresentationTechnical2 citations
  589. Disjunctive Temporal Problems under Structural RestrictionsTechnical2 citations
  590. Efficient Truthful Scheduling and Resource Allocation through MonitoringTechnical2 citations
  591. Gaussian Process Priors for View-Aware InferenceTechnical2 citations
  592. HiABP: Hierarchical Initialized ABP for Unsupervised Representation LearningTechnical2 citations
  593. Improving Gradient Flow with Unrolled Highway Expectation MaximizationTechnical2 citations
  594. Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of ClustersTechnical2 citations
  595. Joint Semantic Analysis with Document-Level Cross-Task Coherence RewardsTechnical2 citations
  596. Learning Compositional Sparse Gaussian Processes with a Shrinkage PriorTechnical2 citations
  597. Learning Graph Neural Networks with Approximate Gradient DescentTechnical2 citations
  598. News Content Completion with Location-Aware Image SelectionTechnical2 citations
  599. On the Optimal Efficiency of A* with Dominance PruningTechnical2 citations
  600. Online Search with Maximum ClearanceTechnical2 citations
  601. Optimizing Information Theory Based Bitwise Bottlenecks for Efficient Mixed-Precision Activation QuantizationTechnical2 citations
  602. Persistence of Anti-vaccine Sentiment in Social Networks Through Strategic InteractionsTechnical2 citations
  603. Precision-based BoostingTechnical2 citations
  604. Robust Contextual Bandits via BootstrappingTechnical2 citations
  605. Scaling-Up Robust Gradient Descent TechniquesTechnical2 citations
  606. Second Order Techniques for Learning Time-series with Structural BreaksTechnical2 citations
  607. Shape-Pose Ambiguity in Learning 3D Reconstruction from ImagesTechnical2 citations
  608. Single Player Monte-Carlo Tree Search Based on the Plackett-Luce ModelTechnical2 citations
  609. Targeted Negative Campaigning: Complexity and ApproximationsTechnical2 citations
  610. Teaching Active Human LearnersTechnical2 citations
  611. Towards Balanced Defect Prediction with Better Information PropagationTechnical2 citations
  612. Towards Faster Deep Collaborative Filtering via Hierarchical Decision NetworksTechnical2 citations
  613. Unchain the Search Space with Hierarchical Differentiable Architecture SearchTechnical2 citations
  614. Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based AnnotationTechnical2 citations
  615. A Bayesian Approach for Subset Selection in Contextual BanditsTechnical1 citations
  616. ACMo: Angle-Calibrated Moment Methods for Stochastic OptimizationTechnical1 citations
  617. AI-Assisted Scientific Data Collection with Iterative Human FeedbackTechnical1 citations
  618. An Efficient Algorithm for Deep Stochastic Contextual BanditsTechnical1 citations
  619. Answering Regular Path Queries Under Approximate Semantics in Lightweight Description LogicsTechnical1 citations
  620. Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender SystemsTechnical1 citations
  621. Automatic Generation of Flexible Plans via Diverse Temporal PlanningTechnical1 citations
  622. Converse, Focus and Guess – Towards Multi-Document Driven DialogueTechnical1 citations
  623. Delving into Variance Transmission and Normalization: Shift of Average Gradient Makes the Network CollapseTechnical1 citations
  624. Distributed Ranking with Communications: Approximation Analysis and ApplicationsTechnical1 citations
  625. Efficient Querying for Cooperative Probabilistic CommitmentsTechnical1 citations
  626. GO Hessian for Expectation-Based ObjectivesTechnical1 citations
  627. Group Testing on a NetworkTechnical1 citations
  628. Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit FeedbackTechnical1 citations
  629. Learning Interpretable Models for Coupled Networks Under Domain ConstraintsTechnical1 citations
  630. Learning Precise Temporal Point Event Detection with Misaligned LabelsTechnical1 citations
  631. Loop Estimator for Discounted Values in Markov Reward ProcessesTechnical1 citations
  632. Minimum Robust Multi-Submodular Cover for FairnessTechnical1 citations
  633. Modeling Deep Learning Based Privacy Attacks on Physical MailTechnical1 citations
  634. Revisiting Dominance Pruning in Decoupled SearchTechnical1 citations
  635. Robust Model Compression Using Deep HypothesesTechnical1 citations
  636. Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, ChinaTechnical1 citations
  637. Simultaneous 2nd Price Item Auctions with No-UnderbiddingTechnical1 citations
  638. The Influence of Memory in Multi-Agent ConsensusTechnical1 citations
  639. Why Adversarial Interaction Creates Non-Homogeneous Patterns: A Pseudo-Reaction-Diffusion Model for Turing InstabilityTechnical1 citations
  640. Algebra of Modular Systems: Containment and EquivalenceTechnical
  641. Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation LearningTechnical
  642. Collaborative Group LearningTechnical
  643. Comprehension and KnowledgeTechnical
  644. Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood QueriesTechnical
  645. Forming Better Stable Solutions in Group Formation Games Inspired by Internet Exchange Points (IXPs)Technical
  646. High Fidelity GAN Inversion via Prior Multi-Subspace Feature CompositionTechnical
  647. Interpretable Actions: Controlling Experts with Understandable CommandsTechnical
  648. Kernel-convoluted Deep Neural Networks with Data AugmentationTechnical
  649. Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model CoefficientsTechnical
  650. Parameterized Logical TheoriesTechnical
  651. Probabilistic Programming Bots in Intuitive Physics Game PlayTechnical
  652. Quantification of Resource Production IncompletenessTechnical
  653. Robustness Guarantees for Mode Estimation with an Application to BanditsTechnical

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AAAI 2021 Accepted Papers · Full List of 1,653 Papers