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.

1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series ForecastingTechnical5,397 citations
2. TabNet: Attentive Interpretable Tabular LearningTechnical1,745 citations
3. R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating ObjectTechnical1,138 citations
4. Graph Neural Network-Based Anomaly Detection in Multivariate Time SeriesTechnical1,131 citations
5. Voxel R-CNN: Towards High Performance Voxel-based 3D Object DetectionTechnical1,013 citations
6. Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow ForecastingTechnical917 citations
7. Personalized Cross-Silo Federated Learning on Non-IID DataTechnical744 citations
8. Contrastive ClusteringTechnical730 citations
9. Beyond Low-frequency Information in Graph Convolutional NetworksTechnical683 citations
10. Semi-supervised Medical Image Segmentation through Dual-task ConsistencyTechnical658 citations
11. Self-Supervised Hypergraph Convolutional Networks for Session-based RecommendationTechnical602 citations
12. Going Deeper With Directly-Trained Larger Spiking Neural NetworksTechnical590 citations
13. Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment AnalysisTechnical582 citations
14. Nyströmformer: A Nyström-based Algorithm for Approximating Self-AttentionTechnical561 citations
15. Data Augmentation for Graph Neural NetworksTechnical506 citations
16. Improving Sample Efficiency in Model-Free Reinforcement Learning from ImagesTechnical497 citations
17. (Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge GraphsTechnical460 citations
18. ERNIE-ViL: Knowledge Enhanced Vision-Language Representations through Scene GraphsTechnical425 citations
19. Learning Modulated Loss for Rotated Object DetectionTechnical412 citations
20. BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture SearchTechnical408 citations
21. Similarity Reasoning and Filtration for Image-Text MatchingTechnical389 citations
22. Cross-Layer Distillation with Semantic CalibrationTechnical382 citations
23. Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised LearningTechnical382 citations
24. CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudTechnical366 citations
25. Dynamic Anchor Learning for Arbitrary-Oriented Object DetectionTechnical358 citations
26. Graph Neural Networks with HeterophilyTechnical357 citations
27. Dual-level Collaborative Transformer for Image CaptioningTechnical353 citations
28. Lifelong Multi-Agent Path Finding in Large-Scale WarehousesTechnical334 citations
29. On the Tractability of SHAP ExplanationsTechnical323 citations
30. ADAHESSIAN: An Adaptive Second Order Optimizer for Machine LearningTechnical322 citations
31. Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation NetworksTechnical318 citations
32. Document-Level Relation Extraction with Adaptive Thresholding and Localized Context PoolingTechnical317 citations
33. Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene CompletionTechnical317 citations
34. Amnesiac Machine LearningTechnical316 citations
35. Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action RecognitionTechnical316 citations
36. Heterogeneous Graph Structure Learning for Graph Neural NetworksTechnical313 citations
37. RESA: Recurrent Feature-Shift Aggregator for Lane DetectionTechnical312 citations
38. Liquid Time-constant NetworksTechnical311 citations
39. Addressing Class Imbalance in Federated LearningTechnical307 citations
40. Local Relation Learning for Face Forgery DetectionTechnical299 citations
41. HR-Depth: High Resolution Self-Supervised Monocular Depth EstimationTechnical295 citations
42. SMIL: Multimodal Learning with Severely Missing ModalityTechnical295 citations
43. Identity-aware Graph Neural NetworksTechnical294 citations
44. Retrospective Reader for Machine Reading ComprehensionTechnical282 citations
45. Using Hindsight to Anchor Past Knowledge in Continual LearningTechnical277 citations
46. Learning Representations for Incomplete Time Series ClusteringTechnical268 citations
47. Robust Lightweight Facial Expression Recognition Network with Label Distribution TrainingTechnical257 citations
48. Self-Attention Attribution: Interpreting Information Interactions Inside TransformerTechnical257 citations
49. A Joint Training Dual-MRC Framework for Aspect Based Sentiment AnalysisTechnical253 citations
50. GLISTER: Generalization based Data Subset Selection for Efficient and Robust LearningTechnical247 citations
51. Online Class-Incremental Continual Learning with Adversarial Shapley ValueTechnical243 citations
52. Hierarchical Graph Convolution Network for Traffic ForecastingTechnical242 citations
53. DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion RecognitionTechnical235 citations
54. Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed HypergraphsTechnical229 citations
55. KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense ReasoningTechnical229 citations
56. Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior RecommendationTechnical227 citations
57. Camera-Aware Proxies for Unsupervised Person Re-IdentificationTechnical226 citations
58. Generalize a Small Pre-trained Model to Arbitrarily Large TSP InstancesTechnical226 citations
59. Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionTechnical224 citations
60. Deep Fusion Clustering NetworkTechnical220 citations
61. EECBS: A Bounded-Suboptimal Search for Multi-Agent Path FindingTechnical219 citations
62. Defending against Backdoors in Federated Learning with Robust Learning RateTechnical218 citations
63. Learning a Few-shot Embedding Model with Contrastive LearningTechnical217 citations
64. Meta Label Correction for Noisy Label LearningTechnical216 citations
65. Appearance-Motion Memory Consistency Network for Video Anomaly DetectionTechnical214 citations
66. Knowledge-aware Coupled Graph Neural Network for Social RecommendationTechnical212 citations
67. Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing ProblemsTechnical209 citations
68. Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer NetworkTechnical208 citations
69. Transfer Graph Neural Networks for Pandemic ForecastingTechnical205 citations
70. Tempered Sigmoid Activations for Deep Learning with Differential PrivacyTechnical203 citations
71. Few-Shot Class-Incremental Learning via Relation Knowledge DistillationTechnical202 citations
72. One SPRING to Rule Them Both: Symmetric AMR Semantic Parsing and Generation without a Complex PipelineTechnical202 citations
73. Two-Stream Convolution Augmented Transformer for Human Activity RecognitionTechnical201 citations
74. Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation ExtractionTechnical200 citations
75. Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual GuidanceTechnical200 citations
76. Deep Feature Space Trojan Attack of Neural Networks by Controlled DetoxificationTechnical198 citations
77. GraphMix: Improved Training of GNNs for Semi-Supervised LearningTechnical196 citations
78. SMART Frame Selection for Action RecognitionTechnical195 citations
79. UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2Technical195 citations
80. Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question AnsweringTechnical193 citations
81. Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot LearningTechnical193 citations
82. Dual Quaternion Knowledge Graph EmbeddingsTechnical192 citations
83. Exploiting Sample Uncertainty for Domain Adaptive Person Re-IdentificationTechnical190 citations
84. Is the Most Accurate AI the Best Teammate? Optimizing AI for TeamworkTechnical190 citations
85. Boundary Proposal Network for Two-stage Natural Language Video LocalizationTechnical187 citations
86. Coupled Layer-wise Graph Convolution for Transportation Demand PredictionTechnical187 citations
87. Graph Heterogeneous Multi-Relational RecommendationTechnical186 citations
88. To Choose or to Fuse? Scale Selection for Crowd CountingTechnical186 citations
89. Combining Reinforcement Learning and Constraint Programming for Combinatorial OptimizationTechnical185 citations
90. Generative Semi-supervised Learning for Multivariate Time Series ImputationTechnical185 citations
91. Inductive Graph Neural Networks for Spatiotemporal KrigingTechnical184 citations
92. OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal TransportTechnical184 citations
93. Understanding Deformable Alignment in Video Super-ResolutionTechnical183 citations
94. RGB-D Salient Object Detection via 3D Convolutional Neural NetworksTechnical182 citations
95. Contrastive Self-supervised Learning for Graph ClassificationTechnical179 citations
96. Learning Semantic Context from Normal Samples for Unsupervised Anomaly DetectionTechnical179 citations
97. Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal HashingTechnical177 citations
98. Arbitrary Video Style Transfer via Multi-Channel CorrelationTechnical173 citations
99. Improved Consistency Regularization for GANsTechnical173 citations
100. CrossNER: Evaluating Cross-Domain Named Entity RecognitionTechnical172 citations
101. LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text ClassificationTechnical172 citations
102. Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object DetectionTechnical172 citations
103. A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source DataTechnical168 citations
104. Pyramidal Feature Shrinking for Salient Object DetectionTechnical168 citations
105. Semantic Grouping Network for Video CaptioningTechnical167 citations
106. Fairness-aware News Recommendation with Decomposed Adversarial LearningTechnical166 citations
107. Provably Secure Federated Learning against Malicious ClientsTechnical166 citations
108. EMLight: Lighting Estimation via Spherical Distribution ApproximationTechnical165 citations
109. Does Explainable Artificial Intelligence Improve Human Decision-Making?Technical164 citations
110. Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised LearningTechnical163 citations
111. Noninvasive Self-attention for Side Information Fusion in Sequential RecommendationTechnical163 citations
112. Show, Attend and Distill: Knowledge Distillation via Attention-based Feature MatchingTechnical161 citations
113. Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural NetworksTechnical159 citations
114. MiniSeg: An Extremely Minimum Network for Efficient COVID-19 SegmentationTechnical159 citations
115. WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement LearningTechnical158 citations
116. Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view InferringTechnical157 citations
117. DenserNet: Weakly Supervised Visual Localization Using Multi-Scale Feature AggregationTechnical156 citations
118. Localization in the Crowd with Topological ConstraintsTechnical156 citations
119. Peer Collaborative Learning for Online Knowledge DistillationTechnical156 citations
120. Domain General Face Forgery Detection by Learning to WeightTechnical155 citations
121. Learning to Pre-train Graph Neural NetworksTechnical154 citations
122. Online 3D Bin Packing with Constrained Deep Reinforcement LearningTechnical154 citations
123. Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency CoherenceTechnical154 citations
124. Contrastive Triple Extraction with Generative TransformerTechnical153 citations
125. Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point CloudTechnical153 citations
126. Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge GraphsTechnical153 citations
127. VisualMRC: Machine Reading Comprehension on Document ImagesTechnical153 citations
128. Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label NoiseTechnical152 citations
129. U-BERT: Pre-training User Representations for Improved RecommendationTechnical152 citations
130. Group-Wise Semantic Mining for Weakly Supervised Semantic SegmentationTechnical151 citations
131. Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience ReplayTechnical151 citations
132. Text-Guided Graph Neural Networks for Referring 3D Instance SegmentationTechnical151 citations
133. Visual Pivoting for (Unsupervised) Entity AlignmentTechnical150 citations
134. Discriminative Region Suppression for Weakly-Supervised Semantic SegmentationTechnical149 citations
135. RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NERTechnical149 citations
136. Rain Streak Removal via Dual Graph Convolutional NetworkTechnical146 citations
137. ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series ClassificationTechnical146 citations
138. RSPNet: Relative Speed Perception for Unsupervised Video Representation LearningTechnical145 citations
139. A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action LocalizationTechnical144 citations
140. Bi-Classifier Determinacy Maximization for Unsupervised Domain AdaptationTechnical144 citations
141. Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationTechnical144 citations
142. BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationTechnical143 citations
143. Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningTechnical143 citations
144. Few-Shot Lifelong LearningTechnical142 citations
145. UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask BenchmarkTechnical141 citations
146. Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal DataTechnical140 citations
147. FedRec++: Lossless Federated Recommendation with Explicit FeedbackTechnical139 citations
148. Overcoming Catastrophic Forgetting in Graph Neural NetworksTechnical139 citations
149. Value-Decomposition Multi-Agent Actor-CriticsTechnical139 citations
150. FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Depth CompletionTechnical138 citations
151. Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion RecognitionTechnical137 citations
152. Reinforced Multi-Teacher Selection for Knowledge DistillationTechnical136 citations
153. ALP-KD: Attention-Based Layer Projection for Knowledge DistillationTechnical135 citations
154. ChronoR: Rotation Based Temporal Knowledge Graph EmbeddingTechnical135 citations
155. Parameterizing Branch-and-Bound Search Trees to Learn Branching PoliciesTechnical135 citations
156. Proposal-Free Video Grounding with Contextual Pyramid NetworkTechnical135 citations
157. Weakly-supervised Temporal Action Localization by Uncertainty ModelingTechnical135 citations
158. Intrinsic Certified Robustness of Bagging against Data Poisoning AttacksTechnical134 citations
159. On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep LearningTechnical134 citations
160. Re-TACRED: Addressing Shortcomings of the TACRED DatasetTechnical134 citations
161. Meta-Learning Framework with Applications to Zero-Shot Time-Series ForecastingTechnical133 citations
162. SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained DataTechnical133 citations
163. DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender SystemsTechnical131 citations
164. Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor CompletionTechnical131 citations
165. Discovering New Intents with Deep Aligned ClusteringTechnical130 citations
166. EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image DerainingTechnical130 citations
167. Sample Efficient Reinforcement Learning with REINFORCETechnical130 citations
168. Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank ApproachTechnical129 citations
169. YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-DesignTechnical128 citations
170. Deep Open Intent Classification with Adaptive Decision BoundaryTechnical127 citations
171. KAN: Knowledge-aware Attention Network for Fake News DetectionTechnical127 citations
172. SeCo: Exploring Sequence Supervision for Unsupervised Representation LearningTechnical127 citations
173. Generalizable Representation Learning for Mixture Domain Face Anti-SpoofingTechnical126 citations
174. Inferring Camouflaged Objects by Texture-Aware Interactive Guidance NetworkTechnical126 citations
175. Understanding Catastrophic Overfitting in Single-step Adversarial TrainingTechnical126 citations
176. Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-TrainingTechnical125 citations
177. Document-Level Relation Extraction with ReconstructionTechnical124 citations
178. Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust PerformanceTechnical123 citations
179. Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based RecommendationTechnical121 citations
180. Generating Natural Language Attacks in a Hard Label Black Box SettingTechnical120 citations
181. Membership Privacy for Machine Learning Models Through Knowledge TransferTechnical120 citations
182. Fair and Truthful Mechanisms for Dichotomous ValuationsTechnical119 citations
183. GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event ExtractionTechnical119 citations
184. Object-Centric Image Generation from LayoutsTechnical119 citations
185. Temporal ROI Align for Video Object RecognitionTechnical119 citations
186. Self-Domain Adaptation for Face Anti-SpoofingTechnical117 citations
187. Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor IdentificationTechnical116 citations
188. Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic ModelsTechnical116 citations
189. Relation-Aware Neighborhood Matching Model for Entity AlignmentTechnical116 citations
190. Communicative Message Passing for Inductive Relation ReasoningTechnical115 citations
191. DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions EmbeddingTechnical115 citations
192. FLAME: Differentially Private Federated Learning in the Shuffle ModelTechnical115 citations
193. Weakly Supervised Semantic Segmentation for Large-Scale Point CloudTechnical115 citations
194. FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic ForecastingTechnical114 citations
195. Sequential End-to-end Network for Efficient Person SearchTechnical114 citations
196. Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location PredictionTechnical113 citations
197. Robustness to Spurious Correlations in Text Classification via Automatically Generated CounterfactualsTechnical113 citations
198. Deep Unsupervised Image Hashing by Maximizing Bit EntropyTechnical112 citations
199. Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation VectorsTechnical112 citations
200. SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life AnecdotesTechnical112 citations
201. Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for TextTechnical111 citations
202. IDOL: Inertial Deep Orientation-Estimation and LocalizationTechnical111 citations
203. Interactive Speech and Noise Modeling for Speech EnhancementTechnical111 citations
204. Treatment Effect Estimation with Disentangled Latent FactorsTechnical111 citations
205. SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation NetworkTechnical110 citations
206. Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression GroundingTechnical109 citations
207. Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware SyntaxTechnical107 citations
208. Human-Level Interpretable Learning for Aspect-Based Sentiment AnalysisTechnical107 citations
209. PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering NetworkTechnical107 citations
210. MIMOSA: Multi-constraint Molecule Sampling for Molecule OptimizationTechnical106 citations
211. A Theoretical Analysis of the Repetition Problem in Text GenerationTechnical105 citations
212. Federated Multi-Armed BanditsTechnical105 citations
213. Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection ConsistencyTechnical104 citations
214. PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object DetectionTechnical104 citations
215. Robust Fairness Under Covariate ShiftTechnical104 citations
216. Topic-Aware Multi-turn Dialogue ModelingTechnical104 citations
217. Dual Compositional Learning in Interactive Image RetrievalTechnical103 citations
218. SCNet: Training Inference Sample Consistency for Instance SegmentationTechnical103 citations
219. Stratified Rule-Aware Network for Abstract Visual ReasoningTechnical102 citations
220. Dual Sparse Attention Network For Session-based RecommendationTechnical101 citations
221. Few-shot Font Generation with Localized Style Representations and FactorizationTechnical101 citations
222. Matching on Sets: Conquer Occluded Person Re-identification Without AlignmentTechnical101 citations
223. Model-sharing Games: Analyzing Federated Learning Under Voluntary ParticipationTechnical101 citations
224. Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention NetworksTechnical101 citations
225. Planning with Learned Object Importance in Large Problem Instances using Graph Neural NetworksTechnical101 citations
226. Relative and Absolute Location Embedding for Few-Shot Node Classification on GraphTechnical101 citations
227. Time Series Domain Adaptation via Sparse Associative Structure AlignmentTechnical101 citations
228. ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud SegmentationTechnical100 citations
229. Context-Guided BERT for Targeted Aspect-Based Sentiment AnalysisTechnical99 citations
230. Differentially Private and Fair Deep Learning: A Lagrangian Dual ApproachTechnical99 citations
231. GDPNet: Refining Latent Multi-View Graph for Relation ExtractionTechnical99 citations
232. Improving Robustness to Model Inversion Attacks via Mutual Information RegularizationTechnical99 citations
233. SDGNN: Learning Node Representation for Signed Directed NetworksTechnical99 citations
234. Code Completion by Modeling Flattened Abstract Syntax Trees as GraphsTechnical98 citations
235. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk ForecastingTechnical98 citations
236. Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question AnsweringTechnical98 citations
237. Joint Color-irrelevant Consistency Learning and Identity-aware Modality Adaptation for Visible-infrared Cross Modality Person Re-identificationTechnical97 citations
238. MANGO: A Mask Attention Guided One-Stage Scene Text SpotterTechnical97 citations
239. DPM: A Novel Training Method for Physics-Informed Neural Networks in ExtrapolationTechnical96 citations
240. Dynamic Knowledge Graph AlignmentTechnical96 citations
241. Explaining A Black-box By Using A Deep Variational Information Bottleneck ApproachTechnical96 citations
242. GAN Ensemble for Anomaly DetectionTechnical96 citations
243. Learning to Count via Unbalanced Optimal TransportTechnical96 citations
244. Multi-View Information-Bottleneck Representation LearningTechnical96 citations
245. Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small BulbsTechnical95 citations
246. Game of Gradients: Mitigating Irrelevant Clients in Federated LearningTechnical95 citations
247. FracBits: Mixed Precision Quantization via Fractional Bit-WidthsTechnical94 citations
248. Humor Knowledge Enriched Transformer for Understanding Multimodal HumorTechnical94 citations
249. Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational ImagingTechnical93 citations
250. Exacerbating Algorithmic Bias through Fairness AttacksTechnical93 citations
251. Illuminating Mario Scenes in the Latent Space of a Generative Adversarial NetworkTechnical92 citations
252. Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal NetworksTechnical92 citations
253. Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series ForecastingTechnical92 citations
254. A Controllable Model of Grounded Response GenerationTechnical91 citations
255. Hierarchical Reinforcement Learning for Integrated RecommendationTechnical91 citations
256. Neural-Symbolic Integration: A Compositional PerspectiveTechnical91 citations
257. Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text AttacksTechnical90 citations
258. On the Adequacy of Untuned Warmup for Adaptive OptimizationTechnical90 citations
259. Secure Bilevel Asynchronous Vertical Federated Learning with Backward UpdatingTechnical90 citations
260. Non-Autoregressive Coarse-to-Fine Video CaptioningTechnical89 citations
261. Rethinking Graph Regularization for Graph Neural NetworksTechnical88 citations
262. Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random FieldTechnical88 citations
263. Uncertain Graph Neural Networks for Facial Action Unit DetectionTechnical88 citations
264. DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-TrainingTechnical87 citations
265. Generalized Zero-Shot Learning via Disentangled RepresentationTechnical87 citations
266. IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial NetworksTechnical87 citations
267. Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity RecognitionTechnical87 citations
268. Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionTechnical87 citations
269. A General Offline Reinforcement Learning Framework for Interactive RecommendationTechnical86 citations
270. ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action LocalizationTechnical86 citations
271. Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment ClassificationTechnical86 citations
272. DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic AugmentationTechnical86 citations
273. Deep Semantic Dictionary Learning for Multi-label Image ClassificationTechnical86 citations
274. AttaNet: Attention-Augmented Network for Fast and Accurate Scene ParsingTechnical85 citations
275. Cold-start Sequential Recommendation via Meta LearnerTechnical85 citations
276. Modular Graph Transformer Networks for Multi-Label Image ClassificationTechnical85 citations
277. Practical and Rigorous Uncertainty Bounds for Gaussian Process RegressionTechnical85 citations
278. CompFeat: Comprehensive Feature Aggregation for Video Instance SegmentationTechnical84 citations
279. Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror DescentTechnical84 citations
280. MVFNet: Multi-View Fusion Network for Efficient Video RecognitionTechnical84 citations
281. Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain DetectionTechnical84 citations
282. SongMASS: Automatic Song Writing with Pre-training and Alignment ConstraintTechnical84 citations
283. Symbolic Music Generation with Transformer-GANsTechnical84 citations
284. Continual Learning for Named Entity RecognitionTechnical83 citations
285. DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank UtterancesTechnical83 citations
286. Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric ViewsTechnical83 citations
287. ActionBert: Leveraging User Actions for Semantic Understanding of User InterfacesTechnical82 citations
288. Automated Lay Language Summarization of Biomedical Scientific ReviewsTechnical82 citations
289. CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPGTechnical82 citations
290. Detecting Beneficial Feature Interactions for Recommender SystemsTechnical82 citations
291. Write-a-speaker: Text-based Emotional and Rhythmic Talking-head GenerationTechnical82 citations
292. Hyperbolic Variational Graph Neural Network for Modeling Dynamic GraphsTechnical81 citations
293. Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-AugmentationTechnical81 citations
294. Curriculum-Meta Learning for Order-Robust Continual Relation ExtractionTechnical80 citations
295. Label Confusion Learning to Enhance Text Classification ModelsTechnical80 citations
296. Question-Driven Span Labeling Model for Aspect–Opinion Pair ExtractionTechnical80 citations
297. BERT & Family Eat Word Salad: Experiments with Text UnderstandingTechnical79 citations
298. Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement LearningTechnical79 citations
299. Enabling Fast and Universal Audio Adversarial Attack Using Generative ModelTechnical79 citations
300. Interpreting Multivariate Shapley Interactions in DNNsTechnical79 citations
301. Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor LearningTechnical79 citations
302. Near Lossless Transfer Learning for Spiking Neural NetworksTechnical79 citations
303. XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense DisambiguationTechnical79 citations
304. Automated Cross-prompt Scoring of Essay TraitsTechnical78 citations
305. Automated Storytelling via Causal, Commonsense Plot OrderingTechnical78 citations
306. Hierarchically and Cooperatively Learning Traffic Signal ControlTechnical78 citations
307. Initiative Defense against Facial ManipulationTechnical78 citations
308. Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman ProblemTechnical77 citations
309. Dynamic Memory based Attention Network for Sequential RecommendationTechnical77 citations
310. Graph Neural Network to Dilute Outliers for Refactoring Monolith ApplicationTechnical77 citations
311. Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation GenerationTechnical77 citations
312. Attention-based Multi-Level Fusion Network for Light Field Depth EstimationTechnical76 citations
313. Learning Visual Context for Group Activity RecognitionTechnical76 citations
314. Patch-Wise Attention Network for Monocular Depth EstimationTechnical76 citations
315. Personalized Adaptive Meta Learning for Cold-start User Preference PredictionTechnical76 citations
316. Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic ModelingTechnical76 citations
317. Classifying Sequences of Extreme Length with Constant Memory Applied to Malware DetectionTechnical75 citations
318. Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated LearningTechnical75 citations
319. Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering InformationTechnical75 citations
320. High-Resolution Deep Image MattingTechnical75 citations
321. If You Like Shapley Then You’ll Love the CoreTechnical75 citations
322. Unsupervised Model Adaptation for Continual Semantic SegmentationTechnical75 citations
323. DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement LearningTechnical74 citations
324. Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCapsTechnical74 citations
325. Uncertainty-Aware Multi-View Representation LearningTechnical74 citations
326. What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question AnsweringTechnical74 citations
327. LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text MatchingTechnical73 citations
328. Regret Bounds for Batched BanditsTechnical73 citations
329. The Value-Improvement Path: Towards Better Representations for Reinforcement LearningTechnical73 citations
330. Distribution Adaptive INT8 Quantization for Training CNNsTechnical72 citations
331. Time Series Anomaly Detection with Multiresolution Ensemble DecodingTechnical72 citations
332. VIVO: Visual Vocabulary Pre-Training for Novel Object CaptioningTechnical72 citations
333. Aligning Artificial Neural Networks and Ontologies towards Explainable AITechnical71 citations
334. AttnMove: History Enhanced Trajectory Recovery via Attentional NetworkTechnical71 citations
335. GTA: Graph Truncated Attention for RetrosynthesisTechnical71 citations
336. HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word ProblemTechnical71 citations
337. Hand-Model-Aware Sign Language RecognitionTechnical71 citations
338. Token-Aware Virtual Adversarial Training in Natural Language UnderstandingTechnical71 citations
339. Dual Adversarial Graph Neural Networks for Multi-label Cross-modal RetrievalTechnical70 citations
340. Fast Multi-view Discrete Clustering with Anchor GraphsTechnical70 citations
341. Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based DialoguesTechnical70 citations
342. Learning to Purify Noisy Labels via Meta Soft Label CorrectorTechnical70 citations
343. Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response SelectionTechnical69 citations
344. Interpreting Neural Networks as Quantitative Argumentation FrameworksTechnical69 citations
345. MUFASA: Multimodal Fusion Architecture Search for Electronic Health RecordsTechnical69 citations
346. OPQ: Compressing Deep Neural Networks with One-shot Pruning-QuantizationTechnical69 citations
347. A Permutation-Equivariant Neural Network Architecture For Auction DesignTechnical68 citations
348. Any-Precision Deep Neural NetworksTechnical68 citations
349. AutoDropout: Learning Dropout Patterns to Regularize Deep NetworksTechnical68 citations
350. Learning Intact Features by Erasing-Inpainting for Few-shot ClassificationTechnical68 citations
351. DIRV: Dense Interaction Region Voting for End-to-End Human-Object Interaction DetectionTechnical67 citations
352. Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative ModelsTechnical67 citations
353. Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform DomainTechnical67 citations
354. DramaQA: Character-Centered Video Story Understanding with Hierarchical QATechnical67 citations
355. From Label Smoothing to Label RelaxationTechnical67 citations
356. How Does Data Augmentation Affect Privacy in Machine Learning?Technical67 citations
357. Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text TranslationTechnical67 citations
358. Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and BaselinesTechnical67 citations
359. Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation LawsTechnical66 citations
360. Judgment Prediction via Injecting Legal Knowledge into Neural NetworksTechnical66 citations
361. On the Convergence of Communication-Efficient Local SGD for Federated LearningTechnical66 citations
362. SAT-based Decision Tree Learning for Large Data SetsTechnical66 citations
363. TransTailor: Pruning the Pre-trained Model for Improved Transfer LearningTechnical66 citations
364. Aggregated Multi-GANs for Controlled 3D Human Motion PredictionTechnical65 citations
365. Counterfactual Fairness with Disentangled Causal Effect Variational AutoencoderTechnical65 citations
366. Fair Influence Maximization: a Welfare Optimization ApproachTechnical65 citations
367. Few-Shot One-Class Classification via Meta-LearningTechnical65 citations
368. Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueTechnical65 citations
369. GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar PatientsTechnical65 citations
370. Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information AlignmentTechnical65 citations
371. Learning by Fixing: Solving Math Word Problems with Weak SupervisionTechnical65 citations
372. MAMBA: Multi-level Aggregation via Memory Bank for Video Object DetectionTechnical65 citations
373. Multi-SpectroGAN: High-Diversity and High-Fidelity Spectrogram Generation with Adversarial Style Combination for Speech SynthesisTechnical65 citations
374. Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy VideosTechnical65 citations
375. Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer NetworksTechnical65 citations
376. Training Spiking Neural Networks with Accumulated Spiking FlowTechnical65 citations
377. ‘Less Than One’-Shot Learning: Learning N Classes From M < N SamplesTechnical65 citations
378. Agent Incentives: A Causal PerspectiveTechnical64 citations
379. Classification Under Human AssistanceTechnical64 citations
380. Continual Learning by Using Information of Each Class HolisticallyTechnical64 citations
381. Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning TasksTechnical64 citations
382. Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential EquationTechnical64 citations
383. Composite Adversarial AttacksTechnical63 citations
384. Conversational Neuro-Symbolic Commonsense ReasoningTechnical63 citations
385. Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the MotionTechnical63 citations
386. GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph ReasoningTechnical63 citations
387. MolGrow: A Graph Normalizing Flow for Hierarchical Molecular GenerationTechnical63 citations
388. Progressive Network Grafting for Few-Shot Knowledge DistillationTechnical63 citations
389. Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural NetworksTechnical63 citations
390. UWSpeech: Speech to Speech Translation for Unwritten LanguagesTechnical63 citations
391. Classification by Attention: Scene Graph Classification with Prior KnowledgeTechnical62 citations
392. Dual Distribution Alignment Network for Generalizable Person Re-IdentificationTechnical62 citations
393. EQG-RACE: Examination-Type Question GenerationTechnical62 citations
394. Estimating Identifiable Causal Effects through Double Machine LearningTechnical62 citations
395. Gradient Regularized Contrastive Learning for Continual Domain AdaptationTechnical62 citations
396. Power up! Robust Graph Convolutional Network via Graph PoweringTechnical62 citations
397. Does Head Label Help for Long-Tailed Multi-Label Text ClassificationTechnical61 citations
398. Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic ParsingTechnical61 citations
399. How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches?Technical61 citations
400. LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language UnderstandingTechnical61 citations
401. Merging Statistical Feature via Adaptive Gate for Improved Text ClassificationTechnical61 citations
402. Reinforcement Learning with Trajectory FeedbackTechnical61 citations
403. Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder NetworkTechnical61 citations
404. Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal ObjectivesTechnical61 citations
405. A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with ConstraintsTechnical60 citations
406. Bias and Variance of Post-processing in Differential PrivacyTechnical60 citations
407. Data Augmentation for Abstractive Query-Focused Multi-Document SummarizationTechnical60 citations
408. Deep Mutual Information Maximin for Cross-Modal ClusteringTechnical60 citations
409. DropLoss for Long-Tail Instance SegmentationTechnical60 citations
410. SSD-GAN: Measuring the Realness in the Spatial and Spectral DomainsTechnical60 citations
411. StrokeGAN: Reducing Mode Collapse in Chinese Font Generation via Stroke EncodingTechnical60 citations
412. Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier PerspectiveTechnical60 citations
413. Universal Trading for Order Execution with Oracle Policy DistillationTechnical60 citations
414. Controllable Guarantees for Fair Outcomes via Contrastive Information EstimationTechnical59 citations
415. Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time SeriesTechnical59 citations
416. Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue GenerationTechnical59 citations
417. How Linguistically Fair Are Multilingual Pre-Trained Language Models?Technical59 citations
418. Robust Multi-Modality Person Re-identificationTechnical59 citations
419. Temporal Relational Modeling with Self-Supervision for Action SegmentationTechnical59 citations
420. A Bottom-Up DAG Structure Extraction Model for Math Word ProblemsTechnical58 citations
421. Amodal Segmentation Based on Visible Region Segmentation and Shape PriorTechnical58 citations
422. Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceTechnical58 citations
423. Distilling Localization for Self-Supervised Representation LearningTechnical58 citations
424. Learning General Planning Policies from Small Examples Without SupervisionTechnical58 citations
425. Learning Rewards From Linguistic FeedbackTechnical58 citations
426. Looking Wider for Better Adaptive Representation in Few-Shot LearningTechnical58 citations
427. Multimodal Fusion via Teacher-Student Network for Indoor Action RecognitionTechnical58 citations
428. One-shot Graph Neural Architecture Search with Dynamic Search SpaceTechnical58 citations
429. Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence EncodersTechnical57 citations
430. Co-mining: Self-Supervised Learning for Sparsely Annotated Object DetectionTechnical57 citations
431. Consensus Graph Representation Learning for Better Grounded Image CaptioningTechnical57 citations
432. Learning Accurate and Interpretable Decision Rule Sets from Neural NetworksTechnical57 citations
433. Learning Generalized Relational Heuristic Networks for Model-Agnostic PlanningTechnical57 citations
434. Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and AdvancesTechnical57 citations
435. Towards Domain Invariant Single Image DehazingTechnical57 citations
436. Unsupervised Opinion Summarization with Content PlanningTechnical57 citations
437. ACT: an Attentive Convolutional Transformer for Efficient Text ClassificationTechnical56 citations
438. Few-shot Learning for Multi-label Intent DetectionTechnical56 citations
439. LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly DetectionTechnical56 citations
440. Learning from Crowds by Modeling Common ConfusionsTechnical56 citations
441. MARTA: Leveraging Human Rationales for Explainable Text ClassificationTechnical56 citations
442. Multi-Document Transformer for Personality DetectionTechnical56 citations
443. TextGAIL: Generative Adversarial Imitation Learning for Text GenerationTechnical56 citations
444. Deep Just-In-Time Inconsistency Detection Between Comments and Source CodeTechnical55 citations
445. Encoding Human Domain Knowledge to Warm Start Reinforcement LearningTechnical55 citations
446. Meta-Curriculum Learning for Domain Adaptation in Neural Machine TranslationTechnical55 citations
447. Nested Named Entity Recognition with Partially-Observed TreeCRFsTechnical55 citations
448. Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive LearningTechnical55 citations
449. Traffic Flow Prediction with Vehicle TrajectoriesTechnical55 citations
450. Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsTechnical54 citations
451. Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person SearchTechnical54 citations
452. Domain Adaptation In Reinforcement Learning Via Latent Unified State RepresentationTechnical54 citations
453. Exploration by Maximizing Renyi Entropy for Reward-Free RL FrameworkTechnical54 citations
454. Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular VideosTechnical54 citations
455. Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy EstimateTechnical54 citations
456. The Price of Connectivity in Fair DivisionTechnical54 citations
457. VSQL: Variational Shadow Quantum Learning for ClassificationTechnical54 citations
458. Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT ScansTechnical53 citations
459. DIBS: Diversity Inducing Information Bottleneck in Model EnsemblesTechnical53 citations
460. Enhancing Scientific Papers Summarization with Citation GraphTechnical53 citations
461. Expected Eligibility TracesTechnical53 citations
462. Signaling in Bayesian Network Congestion Games: the Subtle Power of SymmetryTechnical53 citations
463. The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean CircuitsTechnical53 citations
464. Type-augmented Relation Prediction in Knowledge GraphsTechnical53 citations
465. Warm Starting CMA-ES for Hyperparameter OptimizationTechnical53 citations
466. AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep NetworksTechnical52 citations
467. Bidirectional RNN-based Few Shot Learning for 3D Medical Image SegmentationTechnical52 citations
468. Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender SystemsTechnical52 citations
469. Disentangled Multi-Relational Graph Convolutional Network for Pedestrian Trajectory PredictionTechnical52 citations
470. HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural NetworksTechnical52 citations
471. Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPsTechnical52 citations
472. Mean-Variance Policy Iteration for Risk-Averse Reinforcement LearningTechnical52 citations
473. Ordered Counterfactual Explanation by Mixed-Integer Linear OptimizationTechnical52 citations
474. Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation ExtractionTechnical52 citations
475. Quantum-inspired Neural Network for Conversational Emotion RecognitionTechnical52 citations
476. Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural NetworksTechnical52 citations
477. Unsupervised Domain Adaptation for Semantic Segmentation by Content TransferTechnical52 citations
478. A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect DetectionTechnical51 citations
479. AnchorFace: An Anchor-based Facial Landmark Detector Across Large PosesTechnical51 citations
480. Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text TransformationTechnical51 citations
481. DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial PerturbationTechnical51 citations
482. Disentangled Information BottleneckTechnical51 citations
483. F2Net: Learning to Focus on the Foreground for Unsupervised Video Object SegmentationTechnical51 citations
484. Incentive-Aware PAC LearningTechnical51 citations
485. Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice QuestionsTechnical51 citations
486. Learning Energy-Based Model with Variational Auto-Encoder as Amortized SamplerTechnical51 citations
487. Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message PassingTechnical51 citations
488. Post-training Quantization with Multiple Points: Mixed Precision without Mixed PrecisionTechnical51 citations
489. Self-Supervised Sketch-to-Image SynthesisTechnical51 citations
490. Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark RemovalTechnical51 citations
491. Toward Understanding the Influence of Individual Clients in Federated LearningTechnical51 citations
492. Adversarial Directed Graph EmbeddingTechnical50 citations
493. Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio ManagementTechnical50 citations
494. Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled TransformersTechnical50 citations
495. Ethically Compliant Sequential Decision MakingTechnical50 citations
496. Generalising without Forgetting for Lifelong Person Re-IdentificationTechnical50 citations
497. Improving Continuous-time Conflict Based SearchTechnical50 citations
498. NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven ConversationTechnical50 citations
499. Unsupervised Domain Adaptation for Person Re-identification via Heterogeneous Graph AlignmentTechnical50 citations
500. A Case Study of the Shortcut Effects in Visual Commonsense ReasoningTechnical49 citations
501. Category Dictionary Guided Unsupervised Domain Adaptation for Object DetectionTechnical49 citations
502. Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual StorytellingTechnical49 citations
503. Efficient Poverty Mapping from High Resolution Remote Sensing ImagesTechnical49 citations
504. Image-to-Image Retrieval by Learning Similarity between Scene GraphsTechnical49 citations
505. Justicia: A Stochastic SAT Approach to Formally Verify FairnessTechnical49 citations
506. Natural Language Inference in Context – Investigating Contextual Reasoning over Long TextsTechnical49 citations
507. Online Optimal Control with Affine ConstraintsTechnical49 citations
508. RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative ClaimsTechnical49 citations
509. Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance DiscriminationTechnical49 citations
510. A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to RegularizationTechnical48 citations
511. A Supervised Multi-Head Self-Attention Network for Nested Named Entity RecognitionTechnical48 citations
512. Consecutive Decoding for Speech-to-text TranslationTechnical48 citations
513. Constructing a Fair Classifier with Generated Fair DataTechnical48 citations
514. Deep Frequency Principle Towards Understanding Why Deeper Learning Is FasterTechnical48 citations
515. Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature AggregationTechnical48 citations
516. Exploiting Learnable Joint Groups for Hand Pose EstimationTechnical48 citations
517. FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingTechnical48 citations
518. Gated Linear NetworksTechnical48 citations
519. Hierarchical Multiple Kernel ClusteringTechnical48 citations
520. It Takes Two to Empathize: One to Seek and One to ProvideTechnical48 citations
521. Meta-Transfer Learning for Low-Resource Abstractive SummarizationTechnical48 citations
522. Predictive Adversarial Learning from Positive and Unlabeled DataTechnical48 citations
523. Uncovering Latent Biases in Text: Method and Application to Peer ReviewTechnical48 citations
524. Advice-Guided Reinforcement Learning in a non-Markovian EnvironmentTechnical47 citations
525. Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot RecognitionTechnical47 citations
526. Certifying Parity Reasoning Efficiently Using Pseudo-Boolean ProofsTechnical47 citations
527. Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient AlgorithmsTechnical47 citations
528. Diverse Knowledge Distillation for End-to-End Person SearchTechnical47 citations
529. Explainable Models with Consistent InterpretationsTechnical47 citations
530. FaceController: Controllable Attribute Editing for Face in the WildTechnical47 citations
531. HiGAN: Handwriting Imitation Conditioned on Arbitrary-Length Texts and Disentangled StylesTechnical47 citations
532. Power in Liquid DemocracyTechnical47 citations
533. Proxy Synthesis: Learning with Synthetic Classes for Deep Metric LearningTechnical47 citations
534. Relative Variational Intrinsic ControlTechnical47 citations
535. Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QATechnical47 citations
536. Task Aligned Generative Meta-learning for Zero-shot LearningTechnical47 citations
537. Computationally Tractable Riemannian Manifolds for Graph EmbeddingsTechnical46 citations
538. DPFPS: Dynamic and Progressive Filter Pruning for Compressing Convolutional Neural Networks from ScratchTechnical46 citations
539. Escaping Local Optima with Non-Elitist Evolutionary AlgorithmsTechnical46 citations
540. Fair and Efficient Allocations under Subadditive ValuationsTechnical46 citations
541. Faster Depth-Adaptive TransformersTechnical46 citations
542. Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression RecognitionTechnical46 citations
543. Hindsight and Sequential Rationality of Correlated PlayTechnical46 citations
544. Improving the Efficiency and Effectiveness for BERT-based Entity ResolutionTechnical46 citations
545. Interpretable Graph Capsule Networks for Object RecognitionTechnical46 citations
546. Lipschitz Lifelong Reinforcement LearningTechnical46 citations
547. Paragraph-level Commonsense Transformers with Recurrent MemoryTechnical46 citations
548. Shuffling Recurrent Neural NetworksTechnical46 citations
549. Towards Universal Physical Attacks on Single Object TrackingTechnical46 citations
550. Training Binary Neural Network without Batch Normalization for Image Super-ResolutionTechnical46 citations
551. Variational Fair ClusteringTechnical46 citations
552. Attribute-Guided Adversarial Training for Robustness to Natural PerturbationsTechnical45 citations
553. Deep Portfolio Optimization via Distributional Prediction of Residual FactorsTechnical45 citations
554. Distributional Reinforcement Learning via Moment MatchingTechnical45 citations
555. Frugal Optimization for Cost-related HyperparametersTechnical45 citations
556. HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian InferenceTechnical45 citations
557. Hierarchical Graph Capsule NetworkTechnical45 citations
558. Joint Semantic-geometric Learning for Polygonal Building SegmentationTechnical45 citations
559. Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical ControlTechnical45 citations
560. PULNS: Positive-Unlabeled Learning with Effective Negative Sample SelectorTechnical45 citations
561. Robust Finite-State Controllers for Uncertain POMDPsTechnical45 citations
562. Scalable Verification of Quantized Neural NetworksTechnical45 citations
563. Stability and Generalization of Decentralized Stochastic Gradient DescentTechnical45 citations
564. Taxonomy Completion via Triplet Matching NetworkTechnical45 citations
565. CARE: Commonsense-Aware Emotional Response Generation with Latent ConceptsTechnical44 citations
566. Catch Me if I Can: Detecting Strategic Behaviour in Peer AssessmentTechnical44 citations
567. DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term RepresentationsTechnical44 citations
568. Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical ScoringTechnical44 citations
569. ExGAN: Adversarial Generation of Extreme SamplesTechnical44 citations
570. Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable MethodsTechnical44 citations
571. Learning Omni-Frequency Region-adaptive Representations for Real Image Super-ResolutionTechnical44 citations
572. On Fair Division under Heterogeneous Matroid ConstraintsTechnical44 citations
573. Scalable and Safe Multi-Agent Motion Planning with Nonlinear Dynamics and Bounded DisturbancesTechnical44 citations
574. Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-SupervisionTechnical44 citations
575. Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerceTechnical44 citations
576. Bounding Causal Effects on Continuous OutcomeTechnical43 citations
577. Building Interpretable Interaction Trees for Deep NLP ModelsTechnical43 citations
578. Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less UncertaintyTechnical43 citations
579. ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial LearningTechnical43 citations
580. Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps GroundingTechnical43 citations
581. Embodied Visual Active Learning for Semantic SegmentationTechnical43 citations
582. Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game TheoryTechnical43 citations
583. GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal BabblingTechnical43 citations
584. Group Fairness by Probabilistic Modeling with Latent Fair DecisionsTechnical43 citations
585. Inverse Reinforcement Learning with Natural Language GoalsTechnical43 citations
586. Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based SearchTechnical43 citations
587. MeInGame: Create a Game Character Face from a Single PortraitTechnical43 citations
588. Multilingual Transfer Learning for QA using Translation as Data AugmentationTechnical43 citations
589. PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/VideosTechnical43 citations
590. Subtype-aware Unsupervised Domain Adaptation for Medical DiagnosisTechnical43 citations
591. Tackling Instance-Dependent Label Noise via a Universal Probabilistic ModelTechnical43 citations
592. Bayesian Optimized Monte Carlo PlanningTechnical42 citations
593. Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus ImagesTechnical42 citations
594. DeepDT: Learning Geometry From Delaunay Triangulation for Surface ReconstructionTechnical42 citations
595. Disentangled Motif-aware Graph Learning for Phrase GroundingTechnical42 citations
596. Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot FillingTechnical42 citations
597. Fact-Enhanced Synthetic News GenerationTechnical42 citations
598. Knowledge-Enhanced Top-K Recommendation in Poincaré BallTechnical42 citations
599. LIREx: Augmenting Language Inference with Relevant ExplanationsTechnical42 citations
600. Learning from Noisy Labels with Complementary Loss FunctionsTechnical42 citations
601. MASKER: Masked Keyword Regularization for Reliable Text ClassificationTechnical42 citations
602. Mercer Features for Efficient Combinatorial Bayesian OptimizationTechnical42 citations
603. Resilient Multi-Agent Reinforcement Learning with Adversarial Value DecompositionTechnical42 citations
604. Scheduling of Time-Varying Workloads Using Reinforcement LearningTechnical42 citations
605. Tri-level Robust Clustering Ensemble with Multiple Graph LearningTechnical42 citations
606. Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided FactorizationTechnical42 citations
607. 5* Knowledge Graph Embeddings with Projective TransformationsTechnical41 citations
608. A Deep Reinforcement Learning Approach to First-Order Logic Theorem ProvingTechnical41 citations
609. A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large ConferencesTechnical41 citations
610. Bringing UMAP Closer to the Speed of Light with GPU AccelerationTechnical41 citations
611. Constrained Risk-Averse Markov Decision ProcessesTechnical41 citations
612. Contrastive Adversarial Learning for Person Independent Facial Emotion RecognitionTechnical41 citations
613. DocParser: Hierarchical Document Structure Parsing from RenderingsTechnical41 citations
614. End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure ImagesTechnical41 citations
615. Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter CorruptionTechnical41 citations
616. Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color BoundingTechnical41 citations
617. Keyword-Guided Neural Conversational ModelTechnical41 citations
618. Linearly Replaceable Filters for Deep Network Channel PruningTechnical41 citations
619. Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian SamplingTechnical41 citations
620. Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-rayTechnical41 citations
621. Proportionally Representative Participatory Budgeting with Ordinal PreferencesTechnical41 citations
622. Robustness of Accuracy Metric and its Inspirations in Learning with Noisy LabelsTechnical41 citations
623. Slimmable Generative Adversarial NetworksTechnical41 citations
624. The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal PerspectiveTechnical41 citations
625. Asking the Right Questions: Learning Interpretable Action Models Through Query AnsweringTechnical40 citations
626. Convergence Analysis of No-Regret Bidding Algorithms in Repeated AuctionsTechnical40 citations
627. Fully Exploiting Cascade Graphs for Real-time Forwarding PredictionTechnical40 citations
628. Learning Light-Weight Translation Models from Deep TransformerTechnical40 citations
629. MetaAugment: Sample-Aware Data Augmentation Policy LearningTechnical40 citations
630. Open-Set Recognition with Gaussian Mixture Variational AutoencodersTechnical40 citations
631. Towards Fully Automated Manga TranslationTechnical40 citations
632. A Lightweight Neural Model for Biomedical Entity LinkingTechnical39 citations
633. Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes ReasoningTechnical39 citations
634. Data-Free Knowledge Distillation with Soft Targeted Transfer Set SynthesisTechnical39 citations
635. Data-driven Competitive Algorithms for Online Knapsack and Set CoverTechnical39 citations
636. Dense Events Grounding in VideoTechnical39 citations
637. Differentiable Inductive Logic Programming for Structured ExamplesTechnical39 citations
638. Fair and Efficient Allocations under Lexicographic PreferencesTechnical39 citations
639. Image Captioning with Context-Aware Auxiliary GuidanceTechnical39 citations
640. Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational ReasoningTechnical39 citations
641. Instance Mining with Class Feature Banks for Weakly Supervised Object DetectionTechnical39 citations
642. Learning to Rationalize for Nonmonotonic Reasoning with Distant SupervisionTechnical39 citations
643. MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga DrawingTechnical39 citations
644. Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image SegmentationTechnical39 citations
645. On the Verification of Neural ODEs with Stochastic GuaranteesTechnical39 citations
646. PointINet: Point Cloud Frame Interpolation NetworkTechnical39 citations
647. SPIN: Structure-Preserving Inner Offset Network for Scene Text RecognitionTechnical39 citations
648. TIME: Text and Image Mutual-Translation Adversarial NetworksTechnical39 citations
649. Tied Block Convolution: Leaner and Better CNNs with Shared Thinner FiltersTechnical39 citations
650. TreeCaps: Tree-Based Capsule Networks for Source Code ProcessingTechnical39 citations
651. A Generative Adversarial Framework for Bounding Confounded Causal EffectsTechnical38 citations
652. An Efficient Transformer Decoder with Compressed Sub-layersTechnical38 citations
653. Discovering Fully Oriented Causal NetworksTechnical38 citations
654. Evidence Inference Networks for Interpretable Claim VerificationTechnical38 citations
655. Memory-Augmented Image CaptioningTechnical38 citations
656. Multi-Goal Multi-Agent Path Finding via Decoupled and Integrated Goal Vertex OrderingTechnical38 citations
657. Multinomial Logit Contextual Bandits: Provable Optimality and PracticalityTechnical38 citations
658. Right for Better Reasons: Training Differentiable Models by Constraining their Influence FunctionsTechnical38 citations
659. Robust Reinforcement Learning: A Case Study in Linear Quadratic RegulationTechnical38 citations
660. Spectral Distribution Aware Image GenerationTechnical38 citations
661. Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural NetworksTechnical38 citations
662. Stylized Dialogue Response Generation Using Stylized Unpaired TextsTechnical38 citations
663. Winning Lottery Tickets in Deep Generative ModelsTechnical38 citations
664. Adversarial Robustness through Disentangled RepresentationsTechnical37 citations
665. Deep Event Stereo Leveraged by Event-to-Image TranslationTechnical37 citations
666. Future-Guided Incremental Transformer for Simultaneous TranslationTechnical37 citations
667. Improving Fairness and Privacy in Selection ProblemsTechnical37 citations
668. Learning from the Best: Rationalizing Predictions by Adversarial Information CalibrationTechnical37 citations
669. Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training PerspectiveTechnical37 citations
670. SMART: A Situation Model for Algebra Story Problems via Attributed GrammarTechnical37 citations
671. Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot LearningTechnical37 citations
672. Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19Technical37 citations
673. Adaptive Gradient Methods for Constrained Convex Optimization and Variational InequalitiesTechnical36 citations
674. Balanced Open Set Domain Adaptation via Centroid AlignmentTechnical36 citations
675. CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream ForecastingTechnical36 citations
676. Contrastive Transformation for Self-supervised Correspondence LearningTechnical36 citations
677. Decentralised Learning from Independent Multi-Domain Labels for Person Re-IdentificationTechnical36 citations
678. Differentiable Fluids with Solid Coupling for Learning and ControlTechnical36 citations
679. Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd CountingTechnical36 citations
680. HopRetriever: Retrieve Hops over Wikipedia to Answer Complex QuestionsTechnical36 citations
681. Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural NetworksTechnical36 citations
682. On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix TheoryTechnical36 citations
683. PHASE: PHysically-grounded Abstract Social Events for Machine Social PerceptionTechnical36 citations
684. Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial CalibrationTechnical36 citations
685. TripleTree: A Versatile Interpretable Representation of Black Box Agents and their EnvironmentsTechnical36 citations
686. A Market-Inspired Bidding Scheme for Peer Review Paper AssignmentTechnical35 citations
687. Adversarial Meta Sampling for Multilingual Low-Resource Speech RecognitionTechnical35 citations
688. An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment AnalysisTechnical35 citations
689. Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time SamplingTechnical35 citations
690. Dynamic Position-aware Network for Fine-grained Image RecognitionTechnical35 citations
691. Finding Diverse Trees, Paths, and MoreTechnical35 citations
692. Knowledge-driven Natural Language Understanding of English Text and its ApplicationsTechnical35 citations
693. Learnable Dynamic Temporal Pooling for Time Series ClassificationTechnical35 citations
694. Measuring Dependence with Matrix-based Entropy FunctionalTechnical35 citations
695. Metrics and Continuity in Reinforcement LearningTechnical35 citations
696. Scalable First-Order Methods for Robust MDPsTechnical35 citations
697. TRQ: Ternary Neural Networks With Residual QuantizationTechnical35 citations
698. Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric ViewTechnical35 citations
699. Visual Tracking via Hierarchical Deep Reinforcement LearningTechnical35 citations
700. Why Do Attributes Propagate in Graph Convolutional Neural Networks?Technical35 citations
701. Argument Mining Driven Analysis of Peer-ReviewsTechnical34 citations
702. Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting AgentTechnical34 citations
703. Deep Contextual Clinical Prediction with Reverse DistillationTechnical34 citations
704. Dynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NERTechnical34 citations
705. End-to-end Semantic Role Labeling with Neural Transition-based ModelTechnical34 citations
706. Maximum Roaming Multi-Task LearningTechnical34 citations
707. Movie Summarization via Sparse Graph ConstructionTechnical34 citations
708. Objective-Based Hierarchical Clustering of Deep Embedding VectorsTechnical34 citations
709. Online Learning in Variable Feature Spaces under Incomplete SupervisionTechnical34 citations
710. Optimal Decision Trees for Nonlinear MetricsTechnical34 citations
711. Reinforced History Backtracking for Conversational Question AnsweringTechnical34 citations
712. Revisiting Iterative Back-Translation from the Perspective of Compositional GeneralizationTechnical34 citations
713. Simple and Effective Stochastic Neural NetworksTechnical34 citations
714. Stable Adversarial Learning under Distributional ShiftsTechnical34 citations
715. Unsupervised Abstractive Dialogue Summarization for Tete-a-TetesTechnical34 citations
716. A Few Queries Go a Long Way: Information-Distortion Tradeoffs in MatchingTechnical33 citations
717. A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with PerturbationTechnical33 citations
718. Community-Aware Multi-Task Transportation Demand PredictionTechnical33 citations
719. Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order OptimizationTechnical33 citations
720. General Policies, Representations, and Planning WidthTechnical33 citations
721. GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural NetworksTechnical33 citations
722. Learning Complex 3D Human Self-ContactTechnical33 citations
723. On Exploiting Hitting Sets for Model ReconciliationTechnical33 citations
724. Quantum Exploration Algorithms for Multi-Armed BanditsTechnical33 citations
725. RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous DrivingTechnical33 citations
726. Sample Selection for Universal Domain AdaptationTechnical33 citations
727. Self-Supervised Attention-Aware Reinforcement LearningTechnical33 citations
728. Strong Explanations in Abstract ArgumentationTechnical33 citations
729. Towards Feature Space Adversarial Attack by Style PerturbationTechnical33 citations
730. UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial AttacksTechnical33 citations
731. Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-EncodersTechnical33 citations
732. Class-Incremental Instance Segmentation via Multi-Teacher NetworksTechnical32 citations
733. Clustering Ensemble Meets Low-rank Tensor ApproximationTechnical32 citations
734. DASZL: Dynamic Action Signatures for Zero-shot LearningTechnical32 citations
735. Dual-Octave Convolution for Accelerated Parallel MR Image ReconstructionTechnical32 citations
736. Efficient Certification of Spatial RobustnessTechnical32 citations
737. Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise ConstraintsTechnical32 citations
738. Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit LayersTechnical32 citations
739. MFES-HB: Efficient Hyperband with Multi-Fidelity Quality MeasurementsTechnical32 citations
740. Open Domain Dialogue Generation with Latent ImagesTechnical32 citations
741. Quantum Cognitively Motivated Decision Fusion for Video Sentiment AnalysisTechnical32 citations
742. Read, Retrospect, Select: An MRC Framework to Short Text Entity LinkingTechnical32 citations
743. SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-IdentificationTechnical32 citations
744. Teaching the Old Dog New Tricks: Supervised Learning with ConstraintsTechnical32 citations
745. Understanding Decoupled and Early Weight DecayTechnical32 citations
746. Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and ContextTechnical32 citations
747. An Analysis of Approval-Based Committee Rules for 2D-Euclidean ElectionsTechnical31 citations
748. Bandit Linear Optimization for Sequential Decision Making and Extensive-Form GamesTechnical31 citations
749. Computing Ex Ante Coordinated Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form GamesTechnical31 citations
750. Context-Aware Graph Convolution Network for Target Re-identificationTechnical31 citations
751. Expected Value of Communication for Planning in Ad Hoc TeamworkTechnical31 citations
752. Exploratory Machine Learning with Unknown UnknownsTechnical31 citations
753. Finding Sparse Structures for Domain Specific Neural Machine TranslationTechnical31 citations
754. Hypothesis Disparity Regularized Mutual Information MaximizationTechnical31 citations
755. Multi-Domain Multi-Task Rehearsal for Lifelong LearningTechnical31 citations
756. One-shot Face Reenactment Using Appearance Adaptive NormalizationTechnical31 citations
757. PTN: A Poisson Transfer Network for Semi-supervised Few-shot LearningTechnical31 citations
758. Partially Non-Autoregressive Image CaptioningTechnical31 citations
759. Reinforcement Learning with a Disentangled Universal Value Function for Item RecommendationTechnical31 citations
760. Relation-aware Graph Attention Model with Adaptive Self-adversarial TrainingTechnical31 citations
761. TSQA: Tabular Scenario Based Question AnsweringTechnical31 citations
762. A SAT-based Resolution of Lam’s ProblemTechnical30 citations
763. Confidence-aware Non-repetitive Multimodal Transformers for TextCapsTechnical30 citations
764. Contract Scheduling With PredictionsTechnical30 citations
765. Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-pathTechnical30 citations
766. Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural NetworksTechnical30 citations
767. Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated UpsamplingTechnical30 citations
768. Learning Graphons via Structured Gromov-Wasserstein BarycentersTechnical30 citations
769. Learning to Copy Coherent Knowledge for Response GenerationTechnical30 citations
770. Model-Free Online Learning in Unknown Sequential Decision Making Problems and GamesTechnical30 citations
771. Multidimensional Uncertainty-Aware Evidential Neural NetworksTechnical30 citations
772. Policy-Guided Heuristic Search with GuaranteesTechnical30 citations
773. Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural NetworksTechnical30 citations
774. Stereopagnosia: Fooling Stereo Networks with Adversarial PerturbationsTechnical30 citations
775. Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity MetricTechnical30 citations
776. A Continual Learning Framework for Uncertainty-Aware Interactive Image SegmentationTechnical29 citations
777. A Hybrid Bandit Framework for Diversified RecommendationTechnical29 citations
778. Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality AttentionTechnical29 citations
779. Augmented Partial Mutual Learning with Frame Masking for Video CaptioningTechnical29 citations
780. Conceptualized and Contextualized Gaussian EmbeddingTechnical29 citations
781. Context Matters: Graph-based Self-supervised Representation Learning for Medical ImagesTechnical29 citations
782. Correlative Channel-Aware Fusion for Multi-View Time Series ClassificationTechnical29 citations
783. Deep Switching Auto-Regressive Factorization: Application to Time Series ForecastingTechnical29 citations
784. Differentially Private and Communication Efficient Collaborative LearningTechnical29 citations
785. Double Oracle Algorithm for Computing Equilibria in Continuous GamesTechnical29 citations
786. Frivolous Units: Wider Networks Are Not Really That WideTechnical29 citations
787. Market-Based Explanations of Collective DecisionsTechnical29 citations
788. On the Importance of Word Order Information in Cross-lingual Sequence LabelingTechnical29 citations
789. PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph EmbeddingTechnical29 citations
790. Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture RecognitionTechnical29 citations
791. Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling PerspectiveTechnical29 citations
792. Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature AdaptorsTechnical29 citations
793. Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform AttacksTechnical28 citations
794. Argumentation Frameworks with Strong and Weak Constraints: Semantics and ComplexityTechnical28 citations
795. Binaural Audio-Visual LocalizationTechnical28 citations
796. Copy That! Editing Sequences by Copying SpansTechnical28 citations
797. Deep Metric Learning with Self-Supervised RankingTechnical28 citations
798. DirectQE: Direct Pretraining for Machine Translation Quality EstimationTechnical28 citations
799. Exploiting Behavioral Consistence for Universal User RepresentationTechnical28 citations
800. Exploring Transfer Learning For End-to-End Spoken Language UnderstandingTechnical28 citations
801. How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable EvaluationTechnical28 citations
802. Improving Tree-Structured Decoder Training for Code Generation via Mutual LearningTechnical28 citations
803. IsoBN: Fine-Tuning BERT with Isotropic Batch NormalizationTechnical28 citations
804. Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow PredictionTechnical28 citations
805. Out-of-Town Recommendation with Travel Intention ModelingTechnical28 citations
806. Polynomial-Time Algorithms for Counting and Sampling Markov Equivalent DAGsTechnical28 citations
807. Sample Complexity of Policy Gradient Finding Second-Order Stationary PointsTechnical28 citations
808. Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural NetworkTechnical28 citations
809. Stratified Negation in Datalog with Metric Temporal OperatorsTechnical28 citations
810. Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear ApproximationTechnical28 citations
811. A Scalable Reasoning and Learning Approach for Neural-Symbolic Stream FusionTechnical27 citations
812. Adversarial Training Reduces Information and Improves TransferabilityTechnical27 citations
813. Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by ExampleTechnical27 citations
814. Gene Regulatory Network Inference as Relaxed Graph MatchingTechnical27 citations
815. Incremental Embedding Learning via Zero-Shot TranslationTechnical27 citations
816. Learning from eXtreme Bandit FeedbackTechnical27 citations
817. Lexically Constrained Neural Machine Translation with Explicit Alignment GuidanceTechnical27 citations
818. Local Differential Privacy for Bayesian OptimizationTechnical27 citations
819. Multi-scale Graph Fusion for Co-saliency DetectionTechnical27 citations
820. On Fair and Efficient Allocations of Indivisible GoodsTechnical27 citations
821. Rethinking Object Detection in Retail StoresTechnical27 citations
822. SCAN: A Spatial Context Attentive Network for Joint Multi-Agent Intent PredictionTechnical27 citations
823. SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO ApproximationsTechnical27 citations
824. Self-correcting Q-learningTechnical27 citations
825. Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNetTechnical27 citations
826. Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object SegmentationTechnical27 citations
827. Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal TransportTechnical27 citations
828. ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud CompletionTechnical26 citations
829. Activity Image-to-Video Retrieval by Disentangling Appearance and MotionTechnical26 citations
830. Almost Envy-freeness, Envy-rank, and Nash Social Welfare MatchingsTechnical26 citations
831. Combinatorial Pure Exploration with Full-Bandit or Partial Linear FeedbackTechnical26 citations
832. Complete Closed Time Intervals-Related Patterns MiningTechnical26 citations
833. Debiasing Evaluations That Are Biased by EvaluationsTechnical26 citations
834. District-Fair Participatory BudgetingTechnical26 citations
835. Enhancing Audio-Visual Association with Self-Supervised Curriculum LearningTechnical26 citations
836. Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural NetworksTechnical26 citations
837. FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation ExtractionTechnical26 citations
838. Federated Block Coordinate Descent Scheme for Learning Global and Personalized ModelsTechnical26 citations
839. Harmonized Dense Knowledge Distillation Training for Multi-Exit ArchitecturesTechnical26 citations
840. Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic MatchingTechnical26 citations
841. Meta Learning for Causal DirectionTechnical26 citations
842. Neural Architecture Search as Sparse SupernetTechnical26 citations
843. Query-Memory Re-Aggregation for Weakly-supervised Video Object SegmentationTechnical26 citations
844. Queue-Learning: A Reinforcement Learning Approach for Providing Quality of ServiceTechnical26 citations
845. SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon ConstructionTechnical26 citations
846. Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural NetworksTechnical26 citations
847. Storage Fit Learning with Feature Evolvable StreamsTechnical26 citations
848. Structured Co-reference Graph Attention for Video-grounded DialogueTechnical26 citations
849. Temporal Segmentation of Fine-gained Semantic Action: A Motion-Centered Figure Skating DatasetTechnical26 citations
850. VMLoc: Variational Fusion For Learning-Based Multimodal Camera LocalizationTechnical26 citations
851. A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity LinkingTechnical25 citations
852. A Graph-based Relevance Matching Model for Ad-hoc RetrievalTechnical25 citations
853. A Theory of Independent Mechanisms for Extrapolation in Generative ModelsTechnical25 citations
854. Adversarial Training and Provable Robustness: A Tale of Two ObjectivesTechnical25 citations
855. Anytime Inference with Distilled Hierarchical Neural EnsemblesTechnical25 citations
856. Attentive Neural Point Processes for Event ForecastingTechnical25 citations
857. CHEF: Cross-modal Hierarchical Embeddings for Food Domain RetrievalTechnical25 citations
858. Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep LearningTechnical25 citations
859. Decision-Guided Weighted Automata Extraction from Recurrent Neural NetworksTechnical25 citations
860. Efficient License Plate Recognition via Holistic Position AttentionTechnical25 citations
861. Exploring Explainable Selection to Control Abstractive SummarizationTechnical25 citations
862. FIXMYPOSE: Pose Correctional Captioning and RetrievalTechnical25 citations
863. Fair and Efficient Online Allocations with Normalized ValuationsTechnical25 citations
864. Majority Opinion Diffusion in Social Networks: An Adversarial ApproachTechnical25 citations
865. Maximin Fairness with Mixed Divisible and Indivisible GoodsTechnical25 citations
866. Mind the Gap: Cake Cutting With SeparationTechnical25 citations
867. Nearest Neighbor Classifier Embedded Network for Active LearningTechnical25 citations
868. Persuading Voters in District-based ElectionsTechnical25 citations
869. Projection-free Online Learning in Dynamic EnvironmentsTechnical25 citations
870. Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound ImagesTechnical25 citations
871. SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance RestorationTechnical25 citations
872. Searching for Machine Learning Pipelines Using a Context-Free GrammarTechnical25 citations
873. TempLe: Learning Template of Transitions for Sample Efficient Multi-task RLTechnical25 citations
874. Turbocharging Treewidth-Bounded Bayesian Network Structure LearningTechnical25 citations
875. A Fast Exact Algorithm for the Resource Constrained Shortest Path ProblemTechnical24 citations
876. Active Bayesian Assessment of Black-Box ClassifiersTechnical24 citations
877. Adversarial Partial Multi-Label Learning with Label DisambiguationTechnical24 citations
878. BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior TreesTechnical24 citations
879. C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 OutbreakTechnical24 citations
880. Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed LearningTechnical24 citations
881. Deep Radial-Basis Value Functions for Continuous ControlTechnical24 citations
882. DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk AnalysisTechnical24 citations
883. Differentially Private Clustering via Maximum CoverageTechnical24 citations
884. Dividing a Graphical CakeTechnical24 citations
885. Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio GenerationTechnical24 citations
886. Fractal Autoencoders for Feature SelectionTechnical24 citations
887. Gene Regulatory Network Inference using 3D Convolutional Neural NetworkTechnical24 citations
888. Improved Worst-Case Regret Bounds for Randomized Least-Squares Value IterationTechnical24 citations
889. NASGEM: Neural Architecture Search via Graph Embedding MethodTechnical24 citations
890. On-the-fly Synthesis for LTL over Finite TracesTechnical24 citations
891. Projection-free Online Learning over Strongly Convex SetsTechnical24 citations
892. Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded SizeTechnical24 citations
893. Revealing Hidden Preconditions and Effects of Compound HTN Planning Tasks – A Complexity AnalysisTechnical24 citations
894. SA-BNN: State-Aware Binary Neural NetworkTechnical24 citations
895. STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological RegularizationTechnical24 citations
896. Spatial-temporal Causal Inference for Partial Image-to-video AdaptationTechnical24 citations
897. The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via DisentanglementTechnical24 citations
898. Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function ApproximationTechnical24 citations
899. Top-k Ranking Bayesian OptimizationTechnical24 citations
900. Towards Efficient Selection of Activity Trajectories based on Diversity and CoverageTechnical24 citations
901. Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network ModelingTechnical24 citations
902. Addressing Action Oscillations through Learning Policy InertiaTechnical23 citations
903. Almost Linear Time Density Level Set Estimation via DBSCANTechnical23 citations
904. Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift AlgorithmTechnical23 citations
905. CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path PredictionTechnical23 citations
906. Cross-Domain Grouping and Alignment for Domain Adaptive Semantic SegmentationTechnical23 citations
907. DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic DialoguesTechnical23 citations
908. Estimating Calibrated Individualized Survival Curves with Deep LearningTechnical23 citations
909. Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with InterpretabilityTechnical23 citations
910. Graph-Based Tri-Attention Network for Answer Ranking in CQATechnical23 citations
911. Improving Adversarial Robustness via Probabilistically Compact Loss with Logit ConstraintsTechnical23 citations
912. Improving Causal Discovery By Optimal Bayesian Network LearningTechnical23 citations
913. Individual Fairness in Kidney Exchange ProgramsTechnical23 citations
914. Landmark Generation in HTN PlanningTechnical23 citations
915. Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-LearningTechnical23 citations
916. Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak LabelsTechnical23 citations
917. On Online Optimization: Dynamic Regret Analysis of Strongly Convex and Smooth ProblemsTechnical23 citations
918. Predicting Livelihood Indicators from Community-Generated Street-Level ImageryTechnical23 citations
919. Protecting the Protected Group: Circumventing Harmful FairnessTechnical23 citations
920. Rejection Sampling for Weighted Jaccard Similarity RevisitedTechnical23 citations
921. Restricted Domains of Dichotomous Preferences with Possibly Incomplete InformationTechnical23 citations
922. StarNet: towards Weakly Supervised Few-Shot Object DetectionTechnical23 citations
923. Structure-aware Person Image Generation with Pose Decomposition and Semantic CorrelationTechnical23 citations
924. The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERTTechnical23 citations
925. Welfare Guarantees in Schelling SegregationTechnical23 citations
926. Consistent Right-Invariant Fixed-Lag Smoother with Application to Visual Inertial SLAMTechnical22 citations
927. Coordination Between Individual Agents in Multi-Agent Reinforcement LearningTechnical22 citations
928. Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree SearchTechnical22 citations
929. Efficient Folded Attention for Medical Image Reconstruction and SegmentationTechnical22 citations
930. Entity Guided Question Generation with Contextual Structure and Sequence Information CapturingTechnical22 citations
931. Fast and Compact Bilinear Pooling by Shifted Random MaclaurinTechnical22 citations
932. Hierarchical Relational InferenceTechnical22 citations
933. High-Dimensional Bayesian Optimization via Tree-Structured Additive ModelsTechnical22 citations
934. Interpretable Sequence Classification via Discrete OptimizationTechnical22 citations
935. Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose EstimationTechnical22 citations
936. Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate ScalingTechnical22 citations
937. Learning Dynamics Models with Stable Invariant SetsTechnical22 citations
938. Learning with RetrospectionTechnical22 citations
939. Multi-view Inference for Relation Extraction with Uncertain KnowledgeTechnical22 citations
940. Neural Latent Space Model for Dynamic Networks and Temporal Knowledge GraphsTechnical22 citations
941. Neural Sentence Ordering Based on Constraint GraphsTechnical22 citations
942. Research Reproducibility as a Survival AnalysisTechnical22 citations
943. Task Cooperation for Semi-Supervised Few-Shot LearningTechnical22 citations
944. Verifiable Machine Ethics in Changing ContextsTechnical22 citations
945. A Unified Multi-Task Learning Framework for Joint Extraction of Entities and RelationsTechnical21 citations
946. A Unified Pretraining Framework for Passage Ranking and ExpansionTechnical21 citations
947. Amata: An Annealing Mechanism for Adversarial Training AccelerationTechnical21 citations
948. C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot FillingTechnical21 citations
949. C2F-FWN: Coarse-to-Fine Flow Warping Network for Spatial-Temporal Consistent Motion TransferTechnical21 citations
950. Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in SegmentationTechnical21 citations
951. Continuous Self-Attention Models with Neural ODE NetworksTechnical21 citations
952. Continuous-Time Attention for Sequential LearningTechnical21 citations
953. Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud SystemsTechnical21 citations
954. Empower Distantly Supervised Relation Extraction with Collaborative Adversarial TrainingTechnical21 citations
955. Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural NetworksTechnical21 citations
956. Hierarchical Macro Discourse Parsing Based on Topic SegmentationTechnical21 citations
957. Improving Commonsense Causal Reasoning by Adversarial Training and Data AugmentationTechnical21 citations
958. Increasing Iterate Averaging for Solving Saddle-Point ProblemsTechnical21 citations
959. Learning Task-Distribution Reward Shaping with Meta-LearningTechnical21 citations
960. Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference SystemsTechnical21 citations
961. Low-Rank Registration Based Manifolds for Convection-Dominated PDEsTechnical21 citations
962. MELINDA: A Multimodal Dataset for Biomedical Experiment Method ClassificationTechnical21 citations
963. Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video RetrievalTechnical21 citations
964. Modeling the Compatibility of Stem Tracks to Generate Music MashupsTechnical21 citations
965. One for More: Selecting Generalizable Samples for Generalizable ReID ModelTechnical21 citations
966. Parameterized Complexity of Small Decision Tree LearningTechnical21 citations
967. Regularizing Attention Networks for Anomaly Detection in Visual Question AnsweringTechnical21 citations
968. Scene Graph Embeddings Using Relative Similarity SupervisionTechnical21 citations
969. Segatron: Segment-Aware Transformer for Language Modeling and UnderstandingTechnical21 citations
970. Sketch Generation with Drawing Process Guided by Vector Flow and GrayscaleTechnical21 citations
971. The Power of Literal Equivalence in Model CountingTechnical21 citations
972. A Unified Taylor Framework for Revisiting Attribution MethodsTechnical20 citations
973. Anticipating Future Relations via Graph Growing for Action PredictionTechnical20 citations
974. Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy LearningTechnical20 citations
975. Brain Decoding Using fNIRSTechnical20 citations
976. Efficient Classification with Adaptive KNNTechnical20 citations
977. Equitable Scheduling on a Single MachineTechnical20 citations
978. FIMAP: Feature Importance by Minimal Adversarial PerturbationTechnical20 citations
979. Fitting the Search Space of Weight-sharing NAS with Graph Convolutional NetworksTechnical20 citations
980. GENSYNTH: Synthesizing Datalog Programs without Language BiasTechnical20 citations
981. Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth UncertaintyTechnical20 citations
982. Learned Bi-Resolution Image Coding using Generalized Octave ConvolutionsTechnical20 citations
983. MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and NormalizationTechnical20 citations
984. Motion-blurred Video Interpolation and ExtrapolationTechnical20 citations
985. ROSITA: Refined BERT cOmpreSsion with InTegrAted techniquesTechnical20 citations
986. Reinforcement Learning of Sequential Price MechanismsTechnical20 citations
987. Simple or Complex? Learning to Predict Readability of Bengali TextsTechnical20 citations
988. Step-Ahead Error Feedback for Distributed Training with Compressed GradientTechnical20 citations
989. Symmetry Breaking for k-Robust Multi-Agent Path FindingTechnical20 citations
990. Testing Independence Between Linear Combinations for Causal DiscoveryTechnical20 citations
991. Visual Transfer For Reinforcement Learning Via Wasserstein Domain ConfusionTechnical20 citations
992. Writing Polishment with Simile: Task, Dataset and A Neural ApproachTechnical20 citations
993. A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-trainingTechnical19 citations
994. A Hybrid Probabilistic Approach for Table UnderstandingTechnical19 citations
995. A Scalable Two Stage Approach to Computing Optimal Decision SetsTechnical19 citations
996. A Sharp Leap from Quantified Boolean Formula to Stochastic Boolean Satisfiability SolvingTechnical19 citations
997. A Unified Multi-Scenario Attacking Network for Visual Object TrackingTechnical19 citations
998. Adaptive Pattern-Parameter Matching for Robust Pedestrian DetectionTechnical19 citations
999. Adversarial Permutation Guided Node Representations for Link PredictionTechnical19 citations
1000. Analysing the Noise Model Error for Realistic Noisy Label DataTechnical19 citations

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