IJCAI 2022 Accepted Papers

The full list of 862 papers accepted at IJCAI 2022 (International Joint 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. The Shapley Value in Machine LearningPoster268 citations
2. A Survey of Vision-Language Pre-Trained ModelsPoster253 citations
3. Boundary-Guided Camouflaged Object DetectionPoster232 citations
4. Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and RegistrationPoster230 citations
5. SVTR: Scene Text Recognition with a Single Visual ModelPoster221 citations
6. Goal-Conditioned Reinforcement Learning: Problems and SolutionsPoster190 citations
7. Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach (Extended Abstract)Poster184 citations
8. FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech SynthesisPoster180 citations
9. FQ-ViT: Post-Training Quantization for Fully Quantized Vision TransformerPoster169 citations
10. Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated LearningPoster159 citations
11. Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series ForecastingPoster158 citations
12. SparseTT: Visual Tracking with Sparse TransformersPoster151 citations
13. Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation ApproachPoster144 citations
14. AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object DetectionPoster140 citations
15. Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit RecognitionPoster139 citations
16. Vertically Federated Graph Neural Network for Privacy-Preserving Node ClassificationPoster132 citations
17. CAT: Customized Adversarial Training for Improved RobustnessPoster129 citations
18. CERT: Continual Pre-training on Sketches for Library-oriented Code GenerationPoster129 citations
19. Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive TransformerPoster120 citations
20. ARCANE: An Efficient Architecture for Exact Machine UnlearningPoster117 citations
21. Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated FeaturesPoster112 citations
22. Image-text Retrieval: A Survey on Recent Research and DevelopmentPoster112 citations
23. A Survey on Dialogue Summarization: Recent Advances and New FrontiersPoster111 citations
24. Rethinking Image Aesthetics Assessment: Models, Datasets and BenchmarksPoster106 citations
25. Fair Division of Indivisible Goods: A SurveyPoster105 citations
26. TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph ReasoningPoster104 citations
27. Adapt to Adaptation: Learning Personalization for Cross-Silo Federated LearningPoster103 citations
28. Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support ConversationPoster101 citations
29. Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment AnalysisPoster99 citations
30. DeexaggerationPoster98 citations
31. Personalized Federated Learning With a GraphPoster98 citations
32. Self-supervised Graph Neural Networks for Multi-behavior RecommendationPoster98 citations
33. Neural Contextual Anomaly Detection for Time SeriesPoster92 citations
34. FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated LearningPoster90 citations
35. Deep Learning with Logical ConstraintsPoster89 citations
36. ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise 
Perspective for Medical Image SegmentationPoster89 citations
37. Can Abnormality be Detected by Graph Neural Networks?Poster87 citations
38. Recent Advances on Neural Network Pruning at InitializationPoster87 citations
39. Continual Federated Learning Based on Knowledge DistillationPoster86 citations
40. MotionMixer: MLP-based 3D Human Body Pose ForecastingPoster83 citations
41. Penalized Proximal Policy Optimization for Safe Reinforcement LearningPoster82 citations
42. Hypergraph Structure Learning for Hypergraph Neural NetworksPoster80 citations
43. Differential Privacy and Fairness in Decisions and Learning Tasks: A SurveyPoster79 citations
44. Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness (Extended Abstract)Poster78 citations
45. GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational LearningPoster78 citations
46. Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract)Poster77 citations
47. Beyond the Prototype: Divide-and-conquer Proxies for Few-shot SegmentationPoster76 citations
48. Language Models as Knowledge EmbeddingsPoster76 citations
49. MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor DetectionPoster76 citations
50. Enhancing Sequential Recommendation with Graph Contrastive LearningPoster74 citations
51. Human Parity on CommonsenseQA: Augmenting Self-Attention with External AttentionPoster74 citations
52. On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and ChallengesPoster74 citations
53. Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies (Extended Abstract)Poster74 citations
54. CauAIN: Causal Aware Interaction Network for Emotion Recognition in ConversationsPoster72 citations
55. S2 Transformer for Image CaptioningPoster72 citations
56. Detecting and Understanding Harmful Memes: A SurveyPoster71 citations
57. Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN ConversionPoster71 citations
58. Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream TasksPoster71 citations
59. Data Valuation in Machine Learning: "Ingredients", Strategies, and Open ChallengesPoster69 citations
60. Dite-HRNet: Dynamic Lightweight High-Resolution Network for Human Pose EstimationPoster69 citations
61. Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph AttentionPoster69 citations
62. MLP4Rec: A Pure MLP Architecture for Sequential RecommendationsPoster68 citations
63. Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge GraphsPoster68 citations
64. FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow ForecastingPoster67 citations
65. Spiking Graph Convolutional NetworksPoster67 citations
66. Vision-and-Language Pretrained Models: A SurveyPoster67 citations
67. Attributed Graph Clustering with Dual Redundancy ReductionPoster66 citations
68. Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract)Poster66 citations
69. Aspect-based Sentiment Analysis with Opinion Tree GenerationPoster65 citations
70. GL-RG: Global-Local Representation Granularity for Video CaptioningPoster65 citations
71. Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware PerturbationsPoster64 citations
72. Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series ForecastingPoster64 citations
73. Raising the Bar in Graph-level Anomaly DetectionPoster63 citations
74. Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed NetworksPoster63 citations
75. MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-SpoofingPoster62 citations
76. Learning Target-aware Representation for Visual Tracking via Informative InteractionsPoster61 citations
77. Efficient Neural Neighborhood Search for Pickup and Delivery ProblemsPoster60 citations
78. The Min-Max Complexity of Distributed Stochastic Convex Optimization with Intermittent Communication (Extended Abstract)Poster60 citations
79. Efficient and Accurate Conversion of Spiking Neural Network with Burst SpikesPoster59 citations
80. A Survey on Gradient Inversion: Attacks, Defenses and Future DirectionsPoster58 citations
81. Causes of Effects: Learning Individual Responses from Population DataPoster58 citations
82. MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image SegmentationPoster58 citations
83. Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?Poster58 citations
84. A Survey on Neural Open Information Extraction: Current Status and Future DirectionsPoster57 citations
85. Composition-aware Graphic Layout GAN for Visual-Textual Presentation DesignsPoster57 citations
86. Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete GraphPoster57 citations
87. Multi-View Visual Semantic EmbeddingPoster55 citations
88. PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt TuningPoster55 citations
89. Survey on Graph Neural Network Acceleration: An Algorithmic PerspectivePoster55 citations
90. AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and NutritionPoster54 citations
91. Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source CodePoster54 citations
92. Few-Shot Learning on GraphsPoster54 citations
93. Imperceptible Backdoor Attack: From Input Space to Feature RepresentationPoster54 citations
94. Next Point-of-Interest Recommendation with Inferring Multi-step Future PreferencesPoster54 citations
95. Rethinking InfoNCE: How Many Negative Samples Do You Need?Poster54 citations
96. FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the ServerPoster52 citations
97. Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural NetworksPoster52 citations
98. Poisoning Deep Learning Based Recommender Model in Federated Learning ScenariosPoster52 citations
99. SELC: Self-Ensemble Label Correction Improves Learning with Noisy LabelsPoster51 citations
100. Multi-Graph Fusion Networks for Urban Region EmbeddingPoster50 citations
101. Neural Re-ranking in Multi-stage Recommender Systems: A ReviewPoster50 citations
102. Plurality Veto: A Simple Voting Rule Achieving Optimal Metric DistortionPoster50 citations
103. Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target MatchingPoster50 citations
104. Emotion-Controllable Generalized Talking Face GenerationPoster49 citations
105. RAW-GNN: RAndom Walk Aggregation based Graph Neural NetworkPoster49 citations
106. Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest RecommendationPoster48 citations
107. Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural ReparameterizationPoster48 citations
108. TGNN: A Joint Semi-supervised Framework for Graph-level ClassificationPoster48 citations
109. Dynamic Sparse Training for Deep Reinforcement LearningPoster46 citations
110. Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple ExpertsPoster46 citations
111. Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph DistillationPoster45 citations
112. Membership Inference via BackdooringPoster45 citations
113. RecipeRec: A Heterogeneous Graph Learning Model for Recipe RecommendationPoster45 citations
114. Towards Safe Reinforcement Learning via Constraining Conditional Value-at-RiskPoster45 citations
115. Type-aware Embeddings for Multi-Hop Reasoning over Knowledge GraphsPoster45 citations
116. Adaptive Long-Short Pattern Transformer for Stock Investment SelectionPoster44 citations
117. JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement LearningPoster44 citations
118. AQT: Adversarial Query Transformers for Domain Adaptive Object DetectionPoster43 citations
119. Fallacious Argument Classification in Political DebatesPoster43 citations
120. Legal Judgment Prediction: A Survey of the State of the ArtPoster43 citations
121. Multi-level Consistency Learning for Semi-supervised Domain AdaptationPoster43 citations
122. Perceptual Learned Video Compression with Recurrent Conditional GANPoster43 citations
123. Personalized Federated Learning with Contextualized GeneralizationPoster43 citations
124. A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series ClassificationPoster42 citations
125. Axiomatic Foundations of ExplainabilityPoster42 citations
126. CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional CounterspeechPoster42 citations
127. On the Utility of Prediction Sets in Human-AI TeamsPoster42 citations
128. Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph CompletionPoster42 citations
129. CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd CountingPoster41 citations
130. Plane Geometry Diagram ParsingPoster41 citations
131. Robust Reinforcement Learning as a Stackelberg Game via Adaptively-Regularized Adversarial TrainingPoster41 citations
132. Beyond Homophily: Structure-aware Path Aggregation Graph Neural NetworkPoster40 citations
133. Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent (Extended Abstract)Poster40 citations
134. Shielding Federated Learning: Robust Aggregation with Adaptive Client SelectionPoster40 citations
135. Spatiality-guided Transformer for 3D Dense Captioning on Point CloudsPoster40 citations
136. Who Says What to Whom: A Survey of Multi-Party ConversationsPoster40 citations
137. Adaptive Convolutional Dictionary Network for CT Metal Artifact ReductionPoster39 citations
138. Contrastive Multi-view Hyperbolic Hierarchical ClusteringPoster39 citations
139. MMNet: Muscle Motion-Guided Network for Micro-Expression RecognitionPoster39 citations
140. Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication MethodPoster39 citations
141. C3-STISR: Scene Text Image Super-resolution with Triple CluesPoster38 citations
142. Enhancing the Transferability of Adversarial Examples with Random PatchPoster38 citations
143. Fairness without the Sensitive Attribute via Causal Variational AutoencoderPoster38 citations
144. Data-Efficient Backdoor AttacksPoster37 citations
145. Mechanism Design with PredictionsPoster37 citations
146. StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing TranslationPoster37 citations
147. A Formal Model for Multiagent Q-Learning Dynamics on Regular GraphsPoster36 citations
148. Abstraction for Deep Reinforcement LearningPoster36 citations
149. Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement LearningPoster36 citations
150. I Will Have Order! Optimizing Orders for Fair Reviewer AssignmentPoster36 citations
151. Learning Coated Adversarial Camouflages for Object DetectorsPoster36 citations
152. Model-Based Offline Planning with Trajectory PruningPoster36 citations
153. On Preferred Abductive Explanations for Decision Trees and Random ForestsPoster36 citations
154. Online Bin Packing with PredictionsPoster36 citations
155. Approximately EFX Allocations for Indivisible ChoresPoster35 citations
156. Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated SettingPoster35 citations
157. RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive LearningPoster35 citations
158. Adversarial Explanations for Knowledge Graph EmbeddingsPoster34 citations
159. D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion PredictionPoster34 citations
160. Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph TransformerPoster33 citations
161. Exploring Fourier Prior for Single Image Rain RemovalPoster33 citations
162. Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal TransportPoster33 citations
163. Learning from Students: Online Contrastive Distillation Network for General Continual LearningPoster33 citations
164. Multilevel Hierarchical Network with Multiscale Sampling for Video Question AnsweringPoster33 citations
165. Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with NegationPoster33 citations
166. Test-time Fourier Style Calibration for Domain GeneralizationPoster33 citations
167. Initializing Then Refining: A Simple Graph Attribute Imputation NetworkPoster32 citations
168. Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene UnderstandingPoster32 citations
169. Towards Verifiable Federated LearningPoster32 citations
170. MetaFinger: Fingerprinting the Deep Neural Networks with Meta-trainingPoster31 citations
171. Mutual Distillation Learning Network for Trajectory-User LinkingPoster31 citations
172. Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature AlignmentPoster31 citations
173. SGAT: Simplicial Graph Attention NetworkPoster31 citations
174. Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking CameraPoster31 citations
175. A Survey on Machine Learning Approaches for Modelling Intuitive PhysicsPoster30 citations
176. CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion RecognitionPoster30 citations
177. FAITH: Few-Shot Graph Classification with Hierarchical Task GraphsPoster30 citations
178. Fixed-Budget Best-Arm Identification in Structured BanditsPoster30 citations
179. Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation ExtractionPoster30 citations
180. Lexicographic Multi-Objective Reinforcement LearningPoster30 citations
181. Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural NetworkPoster30 citations
182. Parameter-Efficient Sparsity for Large Language Models Fine-TuningPoster30 citations
183. Private Semi-Supervised Federated LearningPoster30 citations
184. Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in ConversationPoster30 citations
185. AggPose: Deep Aggregation Vision Transformer for Infant Pose EstimationPoster29 citations
186. Distilling Inter-Class Distance for Semantic SegmentationPoster29 citations
187. DyGRAIN: An Incremental Learning Framework for Dynamic GraphsPoster29 citations
188. GraphDIVE: Graph Classification by Mixture of Diverse ExpertsPoster29 citations
189. Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense KnowledgePoster29 citations
190. Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech EnhancementPoster29 citations
191. A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language ModelPoster28 citations
192. BandMaxSAT: A Local Search MaxSAT Solver with Multi-armed BanditPoster28 citations
193. CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument ExtractionPoster28 citations
194. Federated Multi-Task Attention for Cross-Individual Human Activity RecognitionPoster28 citations
195. Neuro-Symbolic Verification of Deep Neural NetworksPoster28 citations
196. Robust Weight Perturbation for Adversarial TrainingPoster28 citations
197. Self-supervised Learning and Adaptation for Single Image DehazingPoster28 citations
198. Toward Policy Explanations for Multi-Agent Reinforcement LearningPoster28 citations
199. Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired MoleculesPoster28 citations
200. Weakening the Influence of Clothing: Universal Clothing Attribute Disentanglement for Person Re-IdentificationPoster28 citations
201. High-resource Language-specific Training for Multilingual Neural Machine TranslationPoster27 citations
202. Interpretable AMR-Based Question Decomposition for Multi-hop Question AnsweringPoster27 citations
203. Neural Network Pruning by Cooperative CoevolutionPoster27 citations
204. Recent Advances in Concept Drift Adaptation Methods for Deep LearningPoster27 citations
205. Semantic Compression Embedding for Generative Zero-Shot LearningPoster27 citations
206. Towards Joint Intent Detection and Slot Filling via Higher-order AttentionPoster27 citations
207. Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image TranslationPoster27 citations
208. Vision-based Intention and Trajectory Prediction in Autonomous Vehicles: A SurveyPoster27 citations
209. A Simple yet Effective Method for Graph ClassificationPoster26 citations
210. Contrastive Graph Transformer Network for Personality DetectionPoster26 citations
211. Decentralized Unsupervised Learning of Visual RepresentationsPoster26 citations
212. Declaration-based Prompt Tuning for Visual Question AnsweringPoster26 citations
213. Individual Fairness Guarantees for Neural NetworksPoster26 citations
214. Low-Resource NER by Data Augmentation With PromptingPoster26 citations
215. On Preferences and Priority Rules in Abstract ArgumentationPoster26 citations
216. Relational Triple Extraction: One Step is EnoughPoster26 citations
217. Search-Based Testing of Reinforcement LearningPoster26 citations
218. SpanConv: A New Convolution via Spanning Kernel Space for Lightweight PansharpeningPoster26 citations
219. SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-SpeechPoster26 citations
220. T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series ClassificationPoster26 citations
221. Table2Graph: Transforming Tabular Data to Unified Weighted GraphPoster26 citations
222. A Unified Framework for Adversarial Attack and Defense in Constrained Feature SpacePoster25 citations
223. Automated Synthesis of MechanismsPoster25 citations
224. Bridging Differential Privacy and Byzantine-Robustness via Model AggregationPoster25 citations
225. CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity LearningPoster25 citations
226. DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive LearningPoster25 citations
227. Dynamic Domain GeneralizationPoster25 citations
228. Generating a Structured Summary of Numerous Academic Papers: Dataset and MethodPoster25 citations
229. On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network AccelerationPoster25 citations
230. Psychiatric Scale Guided Risky Post Screening for Early Detection of DepressionPoster25 citations
231. RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-trainingPoster25 citations
232. Recent Advances and New Frontiers in Spiking Neural NetworksPoster25 citations
233. Source-Adaptive Discriminative Kernels based Network for Remote Sensing PansharpeningPoster25 citations
234. Zero-Shot Logit AdjustmentPoster25 citations
235. Linear Temporal Logic Modulo Theories over Finite TracesPoster24 citations
236. Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial NetworksPoster24 citations
237. Region-Aware Temporal Inconsistency Learning for DeepFake Video DetectionPoster24 citations
238. TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy ExpansionPoster24 citations
239. Text Transformations in Contrastive Self-Supervised Learning: A ReviewPoster24 citations
240. Towards Robust Dense Retrieval via Local Ranking AlignmentPoster24 citations
241. UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine TranslationPoster24 citations
242. Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANsPoster23 citations
243. Boosting Multi-Label Image Classification with Complementary Parallel Self-DistillationPoster23 citations
244. CATrans: Context and Affinity Transformer for Few-Shot SegmentationPoster23 citations
245. Few-Shot Adaptation of Pre-Trained Networks for Domain ShiftPoster23 citations
246. How to Sample Approval Elections?Poster23 citations
247. Iterative Few-shot Semantic Segmentation from Image Label TextPoster23 citations
248. Learning to Hash Naturally SortsPoster23 citations
249. Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder StructurePoster23 citations
250. To Trust or Not To Trust Prediction Scores for Membership Inference AttacksPoster23 citations
251. Understanding the Limits of Poisoning Attacks in Episodic Reinforcement LearningPoster23 citations
252. A Smart Trader for Portfolio Management based on Normalizing FlowsPoster22 citations
253. Copy Motion From One to Another: Fake Motion Video GenerationPoster22 citations
254. On the (In)Tractability of Reinforcement Learning for LTL ObjectivesPoster22 citations
255. Towards Universal Backward-Compatible Representation LearningPoster22 citations
256. When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation MattersPoster22 citations
257. A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media StancePoster21 citations
258. Augmenting Knowledge Graphs for Better Link PredictionPoster21 citations
259. Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNNPoster21 citations
260. DANet: Image Deraining via Dynamic Association LearningPoster21 citations
261. Data-Free Adversarial Knowledge Distillation for Graph Neural NetworksPoster21 citations
262. Distortion in Voting with Top-t PreferencesPoster21 citations
263. Forgiving Debt in Financial Network GamesPoster21 citations
264. I²R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose EstimationPoster21 citations
265. KUNet: Imaging Knowledge-Inspired Single HDR Image ReconstructionPoster21 citations
266. MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionPoster21 citations
267. MMT: Multi-way Multi-modal Transformer for Multimodal LearningPoster21 citations
268. Proportional Budget Allocations: Towards a SystematizationPoster21 citations
269. Reasoning over Hybrid Chain for Table-and-Text Open Domain Question AnsweringPoster21 citations
270. Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural NetworksPoster21 citations
271. SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-IdentificationPoster21 citations
272. Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEsPoster21 citations
273. Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy EnsemblePoster21 citations
274. Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype ContrastPoster21 citations
275. Verification and Monitoring for First-Order LTL with Persistence-Preserving Quantification over Finite and Infinite TracesPoster21 citations
276. A Survey on Word Meta-Embedding LearningPoster20 citations
277. An EF2X Allocation Protocol for Restricted Additive ValuationsPoster20 citations
278. Automatic Noisy Label Correction for Fine-Grained Entity TypingPoster20 citations
279. Charge Prediction by Constitutive Elements Matching of CrimesPoster20 citations
280. Document-level Relation Extraction via Subgraph ReasoningPoster20 citations
281. Entity-aware and Motion-aware Transformers for Language-driven Action LocalizationPoster20 citations
282. Fusion Label Enhancement for Multi-Label LearningPoster20 citations
283. Multi-Agent Concentrative Coordination with Decentralized Task RepresentationPoster20 citations
284. Post-processing of Differentially Private Data: A Fairness PerspectivePoster20 citations
285. Scheduling with Untrusted PredictionsPoster20 citations
286. Self-paced Supervision for Multi-source Domain AdaptationPoster20 citations
287. Thompson Sampling for Bandit Learning in Matching MarketsPoster20 citations
288. Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation DetectionPoster19 citations
289. Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand PredictionPoster19 citations
290. EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise AssessmentPoster19 citations
291. Geometric Transformer for End-to-End Molecule Properties PredictionPoster19 citations
292. Graph Masked Autoencoder Enhanced Predictor for Neural Architecture SearchPoster19 citations
293. IDPT: Interconnected Dual Pyramid Transformer for Face Super-ResolutionPoster19 citations
294. LTLf Synthesis as AND-OR Graph Search: Knowledge Compilation at WorkPoster19 citations
295. On Discrete Truthful Heterogeneous Two-Facility LocationPoster19 citations
296. RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark DetectionPoster19 citations
297. Relational Abstractions for Generalized Reinforcement Learning on Symbolic ProblemsPoster19 citations
298. Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion EnhancementPoster19 citations
299. Strategyproof Mechanisms for Group-Fair Facility Location ProblemsPoster19 citations
300. Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering ApproachPoster19 citations
301. Understanding Distance Measures Among ElectionsPoster19 citations
302. A Unified View of Relational Deep Learning for Drug Pair ScoringPoster18 citations
303. Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label LearningPoster18 citations
304. Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent PriorsPoster18 citations
305. Frontiers and Exact Learning of ELI Queries under DL-Lite OntologiesPoster18 citations
306. Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot LearningPoster18 citations
307. Maxmin Participatory BudgetingPoster18 citations
308. Multi-Agent Intention Progression with Reward MachinesPoster18 citations
309. Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic SegmentationPoster18 citations
310. Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving ObjectsPoster18 citations
311. Transparency, Detection and Imitation in Strategic ClassificationPoster18 citations
312. Deep Graph Matching for Partial Label LearningPoster17 citations
313. ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image CaptioningPoster17 citations
314. End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution DetectionPoster17 citations
315. Explanations for Negative Query Answers under Inconsistency-Tolerant SemanticsPoster17 citations
316. HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge StreamsPoster17 citations
317. Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent ForecastingPoster17 citations
318. Learn to Reverse DNNs from AI Programs AutomaticallyPoster17 citations
319. Multi-Tier Platform for Cognizing Massive ElectroencephalogramPoster17 citations
320. None Class Ranking Loss for Document-Level Relation ExtractionPoster17 citations
321. Uncertainty-Aware Representation Learning for Action SegmentationPoster17 citations
322. A Survey of Machine Narrative Reading Comprehension AssessmentsPoster16 citations
323. Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic InformationPoster16 citations
324. BayCon: Model-agnostic Bayesian Counterfactual GeneratorPoster16 citations
325. Biological Instance Segmentation with a Superpixel-Guided GraphPoster16 citations
326. Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group AttentionPoster16 citations
327. Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision AgriculturePoster16 citations
328. Envy-Free and Pareto-Optimal Allocations for Agents with Asymmetric Random ValuationsPoster16 citations
329. FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging FrameworkPoster16 citations
330. Fourier Analysis-based Iterative Combinatorial AuctionsPoster16 citations
331. Function-words Adaptively Enhanced Attention Networks for Few-Shot Inverse Relation ClassificationPoster16 citations
332. Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data ClusteringPoster16 citations
333. Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image RetrievalPoster16 citations
334. Inverse Problems for Gradual SemanticsPoster16 citations
335. Large Neighborhood Search with Decision DiagramsPoster16 citations
336. Learning First-Order Rules with Differentiable Logic Program SemanticsPoster16 citations
337. Long-Short Term Cross-Transformer in Compressed Domain for Few-Shot Video ClassificationPoster16 citations
338. Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision ProcessesPoster16 citations
339. Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial AssignmentPoster16 citations
340. Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random VariablesPoster16 citations
341. Self-Supervised Learning with Attention-based Latent Signal Augmentation for Sleep Staging with Limited Labeled DataPoster16 citations
342. Situation Calculus for Controller Synthesis in Manufacturing Systems with First-Order State Representation (Extended Abstract)Poster16 citations
343. Tolerance is Necessary for Stability: Single-Peaked Swap Schelling GamesPoster16 citations
344. Towards Adversarially Robust Deep Image DenoisingPoster16 citations
345. “My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry LogicsPoster16 citations
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347. BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationPoster15 citations
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351. Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction PredictionPoster15 citations
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356. Investigating and Explaining the Frequency Bias in Image ClassificationPoster15 citations
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358. MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time EstimationPoster15 citations
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364. Simple and Effective Relation-based Embedding Propagation for Knowledge Representation LearningPoster15 citations
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366. Towards the Quantitative Interpretability Analysis of Citizens Happiness PredictionPoster15 citations
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368. Two-Sided Matching over Social NetworksPoster15 citations
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372. An Analysis of the Linear Bilateral ANAC Domains Using the MiCRO Benchmark StrategyPoster14 citations
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375. EMGC²F: Efficient Multi-view Graph Clustering with Comprehensive FusionPoster14 citations
376. Enhancing Entity Representations with Prompt Learning for Biomedical Entity LinkingPoster14 citations
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378. Fixing Knockout Tournaments With SeedsPoster14 citations
379. Heterogeneous Interactive Snapshot Network for Review-Enhanced Stock Profiling and RecommendationPoster14 citations
380. ICGNet: Integration Context-based Reverse-Contour Guidance Network for Polyp SegmentationPoster14 citations
381. Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to ParatransitPoster14 citations
382. Online Approval Committee ElectionsPoster14 citations
383. SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual ModalitiesPoster14 citations
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386. TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp SegmentationPoster14 citations
387. Towards Resolving Propensity Contradiction in Offline Recommender LearningPoster14 citations
388. Am I No Good? Towards Detecting Perceived Burdensomeness and Thwarted Belongingness from Suicide NotesPoster13 citations
389. Community Question Answering Entity Linking via Leveraging Auxiliary DataPoster13 citations
390. Detecting Out-Of-Context Objects Using Graph Contextual Reasoning NetworkPoster13 citations
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395. On Attacking Out-Domain Uncertainty Estimation in Deep Neural NetworksPoster13 citations
396. Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data RevisitedPoster13 citations
397. Sound2Synth: Interpreting Sound via FM Synthesizer Parameters EstimationPoster13 citations
398. TopoSeg: Topology-aware Segmentation for Point CloudsPoster13 citations
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407. Conversational Semantic Role Labeling with Predicate-Oriented Latent GraphPoster12 citations
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412. Limits and Possibilities of Forgetting in Abstract ArgumentationPoster12 citations
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416. RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-onPoster12 citations
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418. Self-Guided Hard Negative Generation for Unsupervised Person Re-IdentificationPoster12 citations
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420. Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content InsertionPoster12 citations
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425. Diversity Features Enhanced Prototypical Network for Few-shot Intent DetectionPoster11 citations
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427. Ensemble Multi-Relational Graph Neural NetworksPoster11 citations
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429. Information Augmentation for Few-shot Node ClassificationPoster11 citations
430. Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference FeedbacksPoster11 citations
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432. Learning Mixtures of Random Utility Models with Features from Incomplete PreferencesPoster11 citations
433. Lexicographic Entailment, Syntax Splitting and the Drowning ProblemPoster11 citations
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437. RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training QuantizationPoster11 citations
438. SAR-to-Optical Image Translation via Neural Partial Differential EquationsPoster11 citations
439. SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus ImagePoster11 citations
440. Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video StreamsPoster11 citations
441. The Complexity of Envy-Free Graph CuttingPoster11 citations
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444. Body-Decoupled Grounding via Solving: A Novel Approach on the ASP BottleneckPoster10 citations
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457. Lyra: A Benchmark for Turducken-Style Code GenerationPoster10 citations
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461. Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced PromptPoster10 citations
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463. Self-supervised Semantic Segmentation Grounded in Visual ConceptsPoster10 citations
464. Semi-Supervised Imitation Learning of Team Policies from Suboptimal DemonstrationsPoster10 citations
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466. To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers FoldingPoster10 citations
467. Tradformer: A Transformer Model of Traditional Music TranscriptionsPoster10 citations
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471. Best Heuristic Identification for Constraint SatisfactionPoster9 citations
472. CARBEN: Composite Adversarial Robustness BenchmarkPoster9 citations
473. CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based DenoisingPoster9 citations
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476. Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing PlatformsPoster9 citations
477. Evaluation Methods for Representation Learning: A SurveyPoster9 citations
478. Evidential Reasoning and Learning: a SurveyPoster9 citations
479. GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and CompletionPoster9 citations
480. Gigs with Guarantees: Achieving Fair Wage for Food Delivery WorkersPoster9 citations
481. Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract)Poster9 citations
482. Incentives in Social Decision Schemes with Pairwise Comparison PreferencesPoster9 citations
483. Learning Graph-based Residual Aggregation Network for Group Activity RecognitionPoster9 citations
484. Max-Sum with Quadtrees for Decentralized Coordination in Continuous DomainsPoster9 citations
485. MultiQuant: Training Once for Multi-bit Quantization of Neural NetworksPoster9 citations
486. Offline Time-Independent Multi-Agent Path PlanningPoster9 citations
487. Robust Subset Selection by Greedy and Evolutionary Pareto OptimizationPoster9 citations
488. Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-EncodersPoster9 citations
489. Threshold-free Pattern Mining Meets Multi-Objective Optimization: Application to Association RulesPoster9 citations
490. Time-Constrained Participatory Budgeting Under Uncertain Project CostsPoster9 citations
491. Towards Contextually Sensitive Analysis of Memes: Meme Genealogy and Knowledge BasePoster9 citations
492. Towards Discourse-Aware Document-Level Neural Machine TranslationPoster9 citations
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494. A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothingPoster8 citations
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496. AdMix: A Mixed Sample Data Augmentation Method for Neural Machine TranslationPoster8 citations
497. Adversarial Bi-Regressor Network for Domain Adaptive RegressionPoster8 citations
498. Better Collective Decisions via Uncertainty ReductionPoster8 citations
499. Correlation-Based Algorithm for Team-Maxmin Equilibrium in Multiplayer Extensive-Form GamesPoster8 citations
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505. Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention NetworksPoster8 citations
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507. Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power SystemsPoster8 citations
508. Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public PolicyPoster8 citations
509. How Should We Vote? A Comparison of Voting Systems within Social NetworksPoster8 citations
510. KPN-MFI: A Kernel Prediction Network with Multi-frame Interaction for Video Inverse Tone MappingPoster8 citations
511. Learning to Generate Image Source-Agnostic Universal Adversarial PerturbationsPoster8 citations
512. MERIT: Learning Multi-level Representations on Temporal GraphsPoster8 citations
513. Multi-Task Personalized Learning with Sparse Network LassoPoster8 citations
514. Network Creation with Homophilic AgentsPoster8 citations
515. PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment RepresentationsPoster8 citations
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517. Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal DataPoster8 citations
518. Quantifying Health Inequalities Induced by Data and AI ModelsPoster8 citations
519. Real-Time BDI Agents: A Model and Its ImplementationPoster8 citations
520. S2SNet: A Pretrained Neural Network for Superconductivity DiscoveryPoster8 citations
521. SCMT: Self-Correction Mean Teacher for Semi-supervised Object DetectionPoster8 citations
522. Self-Predictive Dynamics for Generalization of Vision-based Reinforcement LearningPoster8 citations
523. Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign LanguagePoster8 citations
524. Subsequence-based Graph Routing Network for Capturing Multiple Risk Propagation ProcessesPoster8 citations
525. Text/Speech-Driven Full-Body AnimationPoster8 citations
526. The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text ClassifiersPoster8 citations
527. Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense RetrievalPoster8 citations
528. ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in NigeriaPoster7 citations
529. AttExplainer: Explain Transformer via Attention by Reinforcement LearningPoster7 citations
530. Automated Program Analysis: Revisiting Precondition Inference through Constraint AcquisitionPoster7 citations
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532. Composing Neural Learning and Symbolic Reasoning with an Application to Visual DiscriminationPoster7 citations
533. Constrained Adaptive Projection with Pretrained Features for Anomaly DetectionPoster7 citations
534. Continual Semantic Segmentation Leveraging Image-level Labels and RehearsalPoster7 citations
535. Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit FeedbackPoster7 citations
536. Enhancing Text Generation via Multi-Level Knowledge Aware ReasoningPoster7 citations
537. Evolutionary Approach to Security Games with SignalingPoster7 citations
538. Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement LearningPoster7 citations
539. Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage TasksPoster7 citations
540. Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural GraphsPoster7 citations
541. Interactive Information Extraction by Semantic Information GraphPoster7 citations
542. Invasion Dynamics in the Biased Voter ProcessPoster7 citations
543. Large Neighbourhood Search for Anytime MaxSAT SolvingPoster7 citations
544. Locally Normalized Soft Contrastive Clustering for Compact ClustersPoster7 citations
545. Not a Number: Identifying Instance Features for Capability-Oriented EvaluationPoster7 citations
546. On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot PoolsPoster7 citations
547. Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer LearningPoster7 citations
548. Online Matching with Controllable Rewards and Arrival ProbabilitiesPoster7 citations
549. PCVAE: Generating Prior Context for Dialogue Response GenerationPoster7 citations
550. PG3: Policy-Guided Planning for Generalized Policy GenerationPoster7 citations
551. Picking the Right Winner: Why Tie-Breaking in Crowdsourcing Contests MattersPoster7 citations
552. Placing Green Bridges Optimally, with Habitats Inducing CyclesPoster7 citations
553. Problem Compilation for Multi-Agent Path Finding: a SurveyPoster7 citations
554. Proximity Enhanced Graph Neural Networks with Channel ContrastPoster7 citations
555. Robust Single Image Dehazing Based on Consistent and Contrast-Assisted ReconstructionPoster7 citations
556. Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion AttacksPoster7 citations
557. Synthesis of Maximally Permissive Strategies for LTLf SpecificationsPoster7 citations
558. The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer RelationsPoster7 citations
559. Threshold Designer Adaptation: Improved Adaptation for Designers in Co-creative SystemsPoster7 citations
560. TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited ResourcesPoster7 citations
561. Two for One & One for All: Two-Sided Manipulation in Matching MarketsPoster7 citations
562. Understanding and Mitigating Data Contamination in Deep Anomaly Detection: A Kernel-based ApproachPoster7 citations
563. Video Frame Interpolation Based on Deformable Kernel RegionPoster7 citations
564. VidyutVanika21: An Autonomous Intelligent Broker for Smart-gridsPoster7 citations
565. Weakly-supervised Text Classification with Wasserstein Barycenters RegularizationPoster7 citations
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567. A Speech-driven Sign Language Avatar Animation System for Hearing Impaired ApplicationsPoster6 citations
568. AMICA: An Argumentative Search Engine for COVID-19 LiteraturePoster6 citations
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570. An Efficient Approach to Data Transfer Scheduling for Long Range Space ExplorationPoster6 citations
571. Ancestral Instrument Method for Causal Inference without Complete KnowledgePoster6 citations
572. Approval with RunoffPoster6 citations
573. Better Embedding and More Shots for Few-shot LearningPoster6 citations
574. Beyond Strong-Cyclic: Doing Your Best in Stochastic EnvironmentsPoster6 citations
575. Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-ConstrcutionPoster6 citations
576. Clickbait Detection via Contrastive Variational Modelling of Text and LabelPoster6 citations
577. Completeness and Diversity in Depth-First Proof-Number Search with Applications to RetrosynthesisPoster6 citations
578. Counting, Sampling, and Synthesis: The Quest for ScalabilityPoster6 citations
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580. Efficient Resource Allocation with Secretive AgentsPoster6 citations
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586. Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source EmbeddingsPoster6 citations
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588. Learning to Estimate Object Poses without Real Image AnnotationsPoster6 citations
589. Manipulating Elections by Changing Voter PerceptionsPoster6 citations
590. Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph PruningPoster6 citations
591. Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching ModelPoster6 citations
592. Phragmén Rules for Degressive and Regressive ProportionalityPoster6 citations
593. Position-aware Joint Entity and Relation Extraction with Attention MechanismPoster6 citations
594. Preserving Consistency in Multi-Issue Liquid DemocracyPoster6 citations
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596. Reconstructing Diffusion Networks from Incomplete DataPoster6 citations
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599. Transfer Learning Based Adaptive Automated Negotiating Agent FrameworkPoster6 citations
600. VMAgent: A Practical Virtual Machine Scheduling PlatformPoster6 citations
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603. Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?Poster5 citations
604. Competitive Analysis for Multi-Commodity Ski-Rental ProblemPoster5 citations
605. Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text GenerationPoster5 citations
606. Deciphering Environmental Air Pollution with Large Scale City DataPoster5 citations
607. Dynamic Bandits with Temporal StructurePoster5 citations
608. Encoding Probabilistic Graphical Models into Stochastic Boolean SatisfiabilityPoster5 citations
609. Ethics and Governance of Artificial Intelligence: A Survey of Machine Learning Researchers (Extended Abstract)Poster5 citations
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612. I2CNet: An Intra- and Inter-Class Context Information Fusion Network for Blastocyst SegmentationPoster5 citations
613. Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary GradientsPoster5 citations
614. In Data We Trust: The Logic of Trust-Based BeliefsPoster5 citations
615. Insight into Voting Problem Complexity Using Randomized ClassesPoster5 citations
616. Learning to Assemble Geometric ShapesPoster5 citations
617. Linear Combinatorial Semi-Bandit with Causally Related RewardsPoster5 citations
618. Logit Mixing Training for More Reliable and Accurate PredictionPoster5 citations
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620. Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback CountsPoster5 citations
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622. One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation ModelPoster5 citations
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627. Pseudo-spherical Knowledge DistillationPoster5 citations
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630. Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node ClassificationPoster5 citations
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634. Unsupervised Embedding and Association Network for Multi-Object TrackingPoster5 citations
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640. Annotated Sequent Calculi for Paraconsistent Reasoning and Their Relations to Logical ArgumentationPoster4 citations
641. Automated Sifting of Stories from Simulated StoryworldsPoster4 citations
642. Chronic Disease Management with Personalized Lab Test Response PredictionPoster4 citations
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646. Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient DataPoster4 citations
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650. IMO^3: Interactive Multi-Objective Off-Policy OptimizationPoster4 citations
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670. A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric VehiclesPoster3 citations
671. Automatic Recognition of Emotional Subgroups in ImagesPoster3 citations
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673. Conversational Inequality Through the Lens of Political InterruptionPoster3 citations
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675. Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time PredictionPoster3 citations
676. Exchangeability-Aware Sum-Product NetworksPoster3 citations
677. Explaining Preferences by Multiple Patterns in Voters’ BehaviorPoster3 citations
678. Explaining the Behaviour of Hybrid Systems with PDDL+ PlanningPoster3 citations
679. Exploring Binary Classification Hidden within Partial Label LearningPoster3 citations
680. Fair Equilibria in Sponsored Search Auctions: The Advertisers’ PerspectivePoster3 citations
681. Group Wisdom at a Price: Jury Theorems with Costly InformationPoster3 citations
682. Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image RestorationPoster3 citations
683. Improved Pure Exploration in Linear Bandits with No-Regret LearningPoster3 citations
684. Learning Continuous Graph Structure with Bilevel Programming for Graph Neural NetworksPoster3 citations
685. Learning Curricula for Humans: An Empirical Study with Puzzles from The WitnessPoster3 citations
686. Learning General Gaussian Mixture Model with Integral Cosine SimilarityPoster3 citations
687. Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient MethodsPoster3 citations
688. Mixed Strategies for Security Games with General Defending RequirementsPoster3 citations
689. Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics MismatchPoster3 citations
690. Neural PCA for Flow-Based Representation LearningPoster3 citations
691. On the Complexity of Calculating Approval-Based Winners in Candidates-Embedded MetricsPoster3 citations
692. Parameterized Algorithms for Kidney ExchangePoster3 citations
693. PillGood: Automated and Interactive Pill Dispenser Using Facial Recognition for Safe and Personalized MedicationPoster3 citations
694. Real-Time Heuristic Search with LTLf GoalsPoster3 citations
695. Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson ProcessPoster3 citations
696. Ridgeless Regression with Random FeaturesPoster3 citations
697. Robust Solutions for Multi-Defender Stackelberg Security GamesPoster3 citations
698. Simulating Sets in Answer Set ProgrammingPoster3 citations
699. Single-Peaked Opinion UpdatesPoster3 citations
700. SoFaiR: Single Shot Fair Representation LearningPoster3 citations
701. Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security PoliciesPoster3 citations
702. Visual Emotion Representation Learning via Emotion-Aware Pre-trainingPoster3 citations
703. Webly-Supervised Fine-Grained Recognition with Partial Label LearningPoster3 citations
704. A Model-Oriented Approach for Lifting Symmetry-Breaking Constraints in Answer Set ProgrammingPoster2 citations
705. A Multivariate Complexity Analysis of Qualitative Reasoning ProblemsPoster2 citations
706. A Native Qualitative Numeric Planning Solver Based on AND/OR Graph SearchPoster2 citations
707. ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical TrialsPoster2 citations
708. An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict AreasPoster2 citations
709. Application of Neurosymbolic AI to Sequential Decision MakingPoster2 citations
710. Approximate Strategyproof Mechanisms for the Additively Separable Group Activity Selection ProblemPoster2 citations
711. Bounded Memory Adversarial Bandits with Composite Anonymous Delayed FeedbackPoster2 citations
712. Considering Constraint Monotonicity and Foundedness in Answer Set ProgrammingPoster2 citations
713. Contests to Incentivize a Target GroupPoster2 citations
714. DPSampler: Exact Weighted Sampling Using Dynamic ProgrammingPoster2 citations
715. Domain Generalization through the Lens of Angular InvariancePoster2 citations
716. Effective Graph Context Representation for Document-level Machine TranslationPoster2 citations
717. Efficient Algorithms for Monotone Non-Submodular Maximization with Partition Matroid ConstraintPoster2 citations
718. ExplainIt!: A Tool for Computing Robust Attributions of DNNsPoster2 citations
719. FLS: A New Local Search Algorithm for K-means with Smaller Search SpacePoster2 citations
720. Feature and Instance Joint Selection: A Reinforcement Learning PerspectivePoster2 citations
721. Fine-grained Complexity of Partial Minimum SatisfiabilityPoster2 citations
722. Grape: Grammar-Preserving Rule EmbeddingPoster2 citations
723. Graph-based Dynamic Word EmbeddingsPoster2 citations
724. Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow PredictionPoster2 citations
725. Hidden 1-Counter Markov Models and How to Learn ThemPoster2 citations
726. Intrinsic Image Decomposition by Pursuing Reflectance ImagePoster2 citations
727. Learnability of Competitive Threshold ModelsPoster2 citations
728. Learning Pollution Maps from Mobile Phone ImagesPoster2 citations
729. Local Differential Privacy Meets Computational Social Choice - Resilience under Voter DeletionPoster2 citations
730. Memory Augmented State Space Model for Time Series ForecastingPoster2 citations
731. Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete InformationPoster2 citations
732. Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-NetPoster2 citations
733. MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual LearningPoster2 citations
734. Online Planning in POMDPs with Self-Improving SimulatorsPoster2 citations
735. Optimal Anonymous Independent Reward Scheme DesignPoster2 citations
736. PRNet: Point-Range Fusion Network for Real-Time LiDAR Semantic SegmentationPoster2 citations
737. Posistive-Unlabeled Learning via Optimal Transport and Margin DistributionPoster2 citations
738. Propositional Gossip Protocols under Fair SchedulersPoster2 citations
739. Revision by Comparison for Ranking FunctionsPoster2 citations
740. Robustness Guarantees for Credal Bayesian Networks via Constraint Relaxation over Probabilistic CircuitsPoster2 citations
741. Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure PredictionPoster2 citations
742. Temporality Spatialization: A Scalable and Faithful Time-Travelling Visualization for Deep Classifier TrainingPoster2 citations
743. Value Refinement Network (VRN)Poster2 citations
744. Variational Learning for Unsupervised Knowledge Grounded DialogsPoster2 citations
745. Voting in Two-Crossing ElectionsPoster2 citations
746. Active Contrastive Set Mining for Robust Audio-Visual Instance DiscriminationPoster1 citations
747. Augmenting Anchors by the Detector ItselfPoster1 citations
748. Building a Visual Semantics Aware Object HierarchyPoster1 citations
749. Can Buyers Reveal for a Better Deal?Poster1 citations
750. Combining Constraint Solving and Bayesian Techniques for System OptimizationPoster1 citations
751. Comparison Knowledge Translation for Generalizable Image ClassificationPoster1 citations
752. Data Augmentation for Learning to Play in Text-Based GamesPoster1 citations
753. Data-Efficient Algorithms and Neural Natural Language Processing: Applications in the Healthcare DomainPoster1 citations
754. Early Diagnosis of Lyme Disease by Recognizing Erythema Migrans Skin Lesion from Images Utilizing Deep Learning TechniquesPoster1 citations
755. Engineering Socially-Oriented Autonomous Agents and Multiagent SystemsPoster1 citations
756. Explicit Alignment Learning for Neural Machine TranslationPoster1 citations
757. Fair, Individually Rational and Cheap AdjustmentPoster1 citations
758. Filtration-Enhanced Graph TransformationPoster1 citations
759. Forecasting Patient Outcomes in Kidney ExchangePoster1 citations
760. Interactive concept-map based summaries for SEND childrenPoster1 citations
761. Iterative Geometry-Aware Cross Guidance Network for Stereo Image InpaintingPoster1 citations
762. Learning Cluster Causal Diagrams: An Information-Theoretic ApproachPoster1 citations
763. Learning Label Initialization for Time-Dependent Harmonic Extension.Poster1 citations
764. Let’s Agree to Agree: Targeting Consensus for Incomplete Preferences through Majority DynamicsPoster1 citations
765. Leveraging the Wikipedia Graph for Evaluating Word EmbeddingsPoster1 citations
766. Multi-Vector Embedding on Networks with TaxonomiesPoster1 citations
767. Non-Euclidean Self-Organizing MapsPoster1 citations
768. On Verifying Expectations and Observations of Intelligent AgentsPoster1 citations
769. On the Optimization of Margin DistributionPoster1 citations
770. Quaternion Ordinal EmbeddingPoster1 citations
771. Real-Time Portrait Stylization on the EdgePoster1 citations
772. Towards Theoretically Grounded Evolutionary LearningPoster1 citations
773. Updating Probability Intervals with Uncertain InputsPoster1 citations
774. Vision Shared and Representation Isolated Network for Person SearchPoster1 citations
775. A Solver + Gradient Descent Training Algorithm for Deep Neural NetworksPoster
776. A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract)Poster
777. A Unified Framework for Intrinsic Evaluation of Word-Embedding AlgorithmsPoster
778. A Weighting-Based Tabu Search Algorithm for the p-Next Center ProblemPoster
779. Abstract Rule Learning for Paraphrase GenerationPoster
780. Abstraction for Non-Ground Answer Set Programs (Extended Abstract)Poster
781. Abstraction in Data-Sparse Task Transfer (Extended Abstract)Poster
782. Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial ApplicationsPoster
783. Allocating Opportunities in a Dynamic Model of Intergenerational Mobility (Extended Abstract)Poster
784. Analyzing and Designing Strategic Environments in Social DomainsPoster
785. Anchors Selection for Cross-lingual Embedding Alignment through TimePoster
786. Anomaly ExplanationPoster
787. Approximate Exploitability: Learning a Best ResponsePoster
788. Argo: Towards Small Vessel Detection for Humanitarian PurposesPoster
789. Asymmetric Hybrids: Dialogues for Computational Concept Combination (Extended Abstract)Poster
790. Automatic Multimodal Emotion Recognition Using Facial Expression, Voice, and TextPoster
791. Automatically Gating Multi-Frequency Patterns through Rectified Continuous Bernoulli Units with Theoretical PrinciplesPoster
792. Bayesian Auctions with Efficient Queries (Extended Abstract)Poster
793. Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)Poster
794. Budgeted Sequence Submodular MaximizationPoster
795. Captioning Bosch: A Twitter BotPoster
796. Capturing Homomorphism-Closed Decidable Queries with Existential Rules (Extended Abstract)Poster
797. Coherent Probabilistic Aggregate Queries on Long-horizon ForecastsPoster
798. Combining Clause Learning and Branch and Bound for MaxSAT (Extended Abstract)Poster
799. Complex Query Answering with Neural Link Predictors (Extended Abstract)*Poster
800. Computing Concept Referring Expressions for Queries on Horn ALC OntologiesPoster
801. Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract)Poster
802. Cost Ensemble with Gradient Selecting for GANsPoster
803. Decomposition Methods for Solving Scheduling Problem Using Answer Set ProgrammingPoster
804. Deep Cooperation of CDCL and Local Search for SAT (Extended Abstract)Poster
805. Degradation Accordant Plug-and-Play for Low-Rank Tensor CompletionPoster
806. Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework (Extended Abstract)Poster
807. Diffusion Incentives in Cooperative GamesPoster
808. Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases (Extended Abstract)Poster
809. Doubly Sparse Asynchronous Learning for Stochastic Composite OptimizationPoster
810. EditSinger: Zero-Shot Text-Based Singing Voice Editing System with Diverse Prosody ModelingPoster
811. Efficient Budgeted Graph SearchPoster
812. Efficient Multi-Agent Communication via Shapley Message ValuePoster
813. Epistemic Logic of Likelihood and BeliefPoster
814. Equilibria in Strategic Nominee SelectionPoster
815. Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms (Extended Abstract)Poster
816. Extending Decision Tree to Handle Multiple Fairness CriteriaPoster
817. General Optimization Framework for Recurrent Reachability ObjectivesPoster
818. HifiHead: One-Shot High Fidelity Neural Head Synthesis with 3D ControlPoster
819. Hybrid Learning System for Large-scale Medical Image AnalysisPoster
820. Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract)Poster
821. Including Signed Languages in Natural Language Processing (Extended Abstract)Poster
822. Information Injection to Deep Learning Solutions in Knowledge TransferPoster
823. Intelligence in Strategic Games (Extended Abstract)Poster
824. Interaction and Expressivity in Collective Decision-MakingPoster
825. Itero: An Online Iterative Voting ApplicationPoster
826. KRAKEN: A Novel Semantic-Based Approach for Keyphrases ExtractionPoster
827. Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy ImagesPoster
828. Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain AdaptationPoster
829. Learning by InterpretingPoster
830. Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification (Extended Abstract)Poster
831. MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen EntitiesPoster
832. Making Sense of Raw Input (Extended Abstract)Poster
833. Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract)Poster
834. Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract)*Poster
835. Multi-Constraint Deep Reinforcement Learning for Smooth Action ControlPoster
836. Multi-view Unsupervised Graph Representation LearningPoster
837. On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract)Poster
838. On the Expressivity of Markov Reward (Extended Abstract)Poster
839. On the First-Order Rewritability of Ontology-Mediated Queries in Linear Temporal Logic (Extended Abstract)Poster
840. Online Evasion Attacks on Recurrent Models:The Power of Hallucinating the FuturePoster
841. Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract)Poster
842. PACE: Predictive and Contrastive Embedding for Unsupervised Action SegmentationPoster
843. PlaceNet: Neural Spatial Representation Learning with Multimodal AttentionPoster
844. ProtoAI: Model-Informed Prototyping for AI-Powered Interfaces (Extended Abstract)Poster
845. Rethinking the Setting of Semi-supervised Learning on GraphsPoster
846. Robust High-Dimensional Classification From Few Positive ExamplesPoster
847. Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract)Poster
848. Scalable Anytime Planning for Multi-Agent MDPs (Extended Abstract)Poster
849. Scalable ML Methods to Optimize KPIs in Real-World Manufacturing ProcessesPoster
850. Scalable and Memory-Efficient Algorithms for Controlling Networked Epidemic Processes Using Multiplicative Weights Update MethodPoster
851. Search-based Reinforcement Learning through Bandit Linear OptimizationPoster
852. Sequential Vaccine Allocation with Delayed FeedbackPoster
853. Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract)Poster
854. Survey on Efficient Training of Large Neural NetworksPoster
855. The Limits of Morality in Strategic GamesPoster
856. Together about DementiaPoster
857. Towards New Optimized Artificial Immune Recognition Systems under the Belief Function TheoryPoster
858. Transferability and Stability of Learning with Limited Labelled Data in Multilingual Text Document ClassificationPoster
859. Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image SegmentationPoster
860. Utilizing Treewidth for Quantitative Reasoning on Epistemic Logic Programs (Extended Abstract)Poster
861. Why Bad Coffee? Explaining BDI Agent Behaviour with Valuings (Extended Abstract)Poster
862. sunny-as2: Enhancing SUNNY for Algorithm Selection (Extended Abstract)Poster

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