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AAAI 2023 Accepted Papers

The full list of 2,016 papers accepted at AAAI 2023 (Association for the Advancement of Artificial Intelligence Annual Conference on Artificial Intelligence). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

Technical: 2,016
  1. Are Transformers Effective for Time Series Forecasting?Technical2,271 citations
  2. BEVDepth: Acquisition of Reliable Depth for Multi-View 3D Object DetectionTechnical714 citations
  3. NHITS: Neural Hierarchical Interpolation for Time Series ForecastingTechnical547 citations
  4. Exploring CLIP for Assessing the Look and Feel of ImagesTechnical538 citations
  5. TrOCR: Transformer-Based Optical Character Recognition with Pre-trained ModelsTechnical515 citations
  6. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow PredictionTechnical362 citations
  7. Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based MethodTechnical287 citations
  8. FedALA: Adaptive Local Aggregation for Personalized Federated LearningTechnical282 citations
  9. PeCo: Perceptual Codebook for BERT Pre-training of Vision TransformersTechnical273 citations
  10. A Holistic Approach to Undesired Content Detection in the Real WorldTechnical249 citations
  11. BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal StereoTechnical246 citations
  12. FairFed: Enabling Group Fairness in Federated LearningTechnical237 citations
  13. FLAME: Free-Form Language-Based Motion Synthesis & EditingTechnical214 citations
  14. Spatio-Temporal Meta-Graph Learning for Traffic ForecastingTechnical208 citations
  15. Spatio-Temporal Self-Supervised Learning for Traffic Flow PredictionTechnical206 citations
  16. On the Effectiveness of Parameter-Efficient Fine-TuningTechnical204 citations
  17. PolarFormer: Multi-Camera 3D Object Detection with Polar TransformerTechnical201 citations
  18. Simple and Efficient Heterogeneous Graph Neural NetworkTechnical188 citations
  19. Intriguing Findings of Frequency Selection for Image DeblurringTechnical182 citations
  20. RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQLTechnical181 citations
  21. Curriculum Temperature for Knowledge DistillationTechnical179 citations
  22. Toward a Perspectivist Turn in Ground Truthing for Predictive ComputingTechnical172 citations
  23. Federated Learning on Non-IID Graphs via Structural Knowledge SharingTechnical163 citations
  24. CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text LabelsTechnical159 citations
  25. Repair Is Nearly Generation: Multilingual Program Repair with LLMsTechnical155 citations
  26. Mean-Shifted Contrastive Loss for Anomaly DetectionTechnical150 citations
  27. Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent TeacherTechnical143 citations
  28. Learning Progressive Modality-Shared Transformers for Effective Visible-Infrared Person Re-identificationTechnical137 citations
  29. CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free AttentionTechnical135 citations
  30. Hard Sample Aware Network for Contrastive Deep Graph ClusteringTechnical135 citations
  31. MGFN: Magnitude-Contrastive Glance-and-Focus Network for Weakly-Supervised Video Anomaly DetectionTechnical134 citations
  32. Underwater Ranker: Learn Which Is Better and How to Be BetterTechnical132 citations
  33. AirFormer: Predicting Nationwide Air Quality in China with TransformersTechnical128 citations
  34. FacT: Factor-Tuning for Lightweight Adaptation on Vision TransformerTechnical128 citations
  35. High-Resolution Iterative Feedback Network for Camouflaged Object DetectionTechnical128 citations
  36. Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL ParsingTechnical123 citations
  37. DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise AnnotationsTechnical122 citations
  38. Revisiting Classifier: Transferring Vision-Language Models for Video RecognitionTechnical121 citations
  39. Transformation-Equivariant 3D Object Detection for Autonomous DrivingTechnical121 citations
  40. Temporal Knowledge Graph Reasoning with Historical Contrastive LearningTechnical116 citations
  41. Cluster-Guided Contrastive Graph Clustering NetworkTechnical115 citations
  42. Superpoint Transformer for 3D Scene Instance SegmentationTechnical113 citations
  43. Parameter-Efficient Model Adaptation for Vision TransformersTechnical106 citations
  44. Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented ViewTechnical104 citations
  45. Heterogeneous Graph Masked AutoencodersTechnical104 citations
  46. Spectral Feature Augmentation for Graph Contrastive Learning and BeyondTechnical104 citations
  47. Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated LearningTechnical101 citations
  48. Decorate the Newcomers: Visual Domain Prompt for Continual Test Time AdaptationTechnical100 citations
  49. Deep Digging into the Generalization of Self-Supervised Monocular Depth EstimationTechnical100 citations
  50. Dual Memory Units with Uncertainty Regulation for Weakly Supervised Video Anomaly DetectionTechnical99 citations
  51. Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily DiscriminatingTechnical96 citations
  52. Neighbor Contrastive Learning on Learnable Graph AugmentationTechnical96 citations
  53. VIDM: Video Implicit Diffusion ModelsTechnical96 citations
  54. CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion TransformerTechnical95 citations
  55. Tackling Data Heterogeneity in Federated Learning with Class PrototypesTechnical95 citations
  56. Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series ForecastingTechnical94 citations
  57. Faster Adaptive Federated LearningTechnical94 citations
  58. LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR PerceptionTechnical93 citations
  59. Head-Free Lightweight Semantic Segmentation with Linear TransformerTechnical91 citations
  60. Frido: Feature Pyramid Diffusion for Complex Scene Image SynthesisTechnical90 citations
  61. StyleTalk: One-Shot Talking Head Generation with Controllable Speaking StylesTechnical90 citations
  62. Weakly-Supervised Camouflaged Object Detection with Scribble AnnotationsTechnical90 citations
  63. MDM: Molecular Diffusion Model for 3D Molecule GenerationTechnical89 citations
  64. FinalMLP: An Enhanced Two-Stream MLP Model for CTR PredictionTechnical88 citations
  65. ShadowFormer: Global Context Helps Shadow RemovalTechnical87 citations
  66. DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in TransformerTechnical85 citations
  67. The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task SpecificationsTechnical85 citations
  68. Diffusion Models Beat GANs on Topology OptimizationTechnical83 citations
  69. Few-Shot Object Detection via Variational Feature AggregationTechnical83 citations
  70. Auto-Weighted Multi-View Clustering for Large-Scale DataTechnical82 citations
  71. Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolutionTechnical82 citations
  72. Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image SegmentationTechnical82 citations
  73. Spatial-Spectral Transformer for Hyperspectral Image DenoisingTechnical82 citations
  74. Contrastive Learning Reduces Hallucination in ConversationsTechnical81 citations
  75. A Survey on Model Compression and Acceleration for Pretrained Language ModelsTechnical79 citations
  76. CF-ViT: A General Coarse-to-Fine Method for Vision TransformerTechnical79 citations
  77. SlideVQA: A Dataset for Document Visual Question Answering on Multiple ImagesTechnical79 citations
  78. Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph RepresentationTechnical78 citations
  79. BridgeTower: Building Bridges between Encoders in Vision-Language Representation LearningTechnical76 citations
  80. Noise Based Deepfake Detection via Multi-Head Relative-InteractionTechnical76 citations
  81. Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated TextTechnical76 citations
  82. Self-Emphasizing Network for Continuous Sign Language RecognitionTechnical76 citations
  83. CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language ModelsTechnical75 citations
  84. Data-Efficient Image Quality Assessment with Attention-Panel DecoderTechnical74 citations
  85. SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion RecognitionTechnical74 citations
  86. DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot LearningTechnical73 citations
  87. Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated LearningTechnical73 citations
  88. Compact Transformer Tracker with Correlative Masked ModelingTechnical71 citations
  89. Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View ClusteringTechnical71 citations
  90. Maximum Entropy Population-Based Training for Zero-Shot Human-AI CoordinationTechnical71 citations
  91. Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential RecommendationTechnical71 citations
  92. Reducing ANN-SNN Conversion Error through Residual Membrane PotentialTechnical70 citations
  93. Time Series Contrastive Learning with Information-Aware AugmentationsTechnical70 citations
  94. Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data SubspacesTechnical69 citations
  95. READ: Large-Scale Neural Scene Rendering for Autonomous DrivingTechnical68 citations
  96. Scalable Spatiotemporal Graph Neural NetworksTechnical68 citations
  97. Target-Aware Tracking with Long-Term Context AttentionTechnical68 citations
  98. DropMessage: Unifying Random Dropping for Graph Neural NetworksTechnical67 citations
  99. FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video PlatformsTechnical67 citations
  100. Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph RecognitionTechnical67 citations
  101. Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular GraphsTechnical66 citations
  102. Solving Math Word Problems concerning Systems of Equations with GPT-3Technical66 citations
  103. YOLOV: Making Still Image Object Detectors Great at Video Object DetectionTechnical66 citations
  104. Interactive Concept Bottleneck ModelsTechnical65 citations
  105. Bootstrapping Multi-View Representations for Fake News DetectionTechnical64 citations
  106. MA-GCL: Model Augmentation Tricks for Graph Contrastive LearningTechnical64 citations
  107. Universal Information Extraction as Unified Semantic MatchingTechnical64 citations
  108. Zero-Shot Rumor Detection with Propagation Structure via Prompt LearningTechnical64 citations
  109. Intensity-Aware Loss for Dynamic Facial Expression Recognition in the WildTechnical63 citations
  110. AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task LearningTechnical62 citations
  111. Substructure Aware Graph Neural NetworksTechnical62 citations
  112. DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution VideoTechnical61 citations
  113. Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive RepresentationsTechnical61 citations
  114. Causal Recurrent Variational Autoencoder for Medical Time Series GenerationTechnical60 citations
  115. H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman ProblemTechnical60 citations
  116. Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing AugmentationsTechnical60 citations
  117. LaCAM: Search-Based Algorithm for Quick Multi-Agent PathfindingTechnical60 citations
  118. Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge TransferTechnical60 citations
  119. Hybrid CNN-Transformer Feature Fusion for Single Image DerainingTechnical59 citations
  120. Self Correspondence Distillation for End-to-End Weakly-Supervised Semantic SegmentationTechnical59 citations
  121. MicroAST: Towards Super-fast Ultra-Resolution Arbitrary Style TransferTechnical58 citations
  122. Predicate Invention for Bilevel PlanningTechnical58 citations
  123. Self-Supervised Primal-Dual Learning for Constrained OptimizationTechnical58 citations
  124. TrEP: Transformer-Based Evidential Prediction for Pedestrian Intention with UncertaintyTechnical58 citations
  125. Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the DefenseTechnical58 citations
  126. ADEPT: A DEbiasing PrompT FrameworkTechnical57 citations
  127. DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense PredictionTechnical57 citations
  128. Energy-Motivated Equivariant Pretraining for 3D Molecular GraphsTechnical57 citations
  129. Layer-Wise Adaptive Model Aggregation for Scalable Federated LearningTechnical57 citations
  130. Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow RepresentationTechnical57 citations
  131. DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label ClassificationTechnical56 citations
  132. Few-Shot Defect Image Generation via Defect-Aware Feature ManipulationTechnical56 citations
  133. Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without InterferenceTechnical56 citations
  134. Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation TaggingTechnical56 citations
  135. Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman ProblemTechnical56 citations
  136. SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionTechnical56 citations
  137. Towards Good Practices for Missing Modality Robust Action RecognitionTechnical56 citations
  138. Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated LearningTechnical55 citations
  139. SwinRDM: Integrate SwinRNN with Diffusion Model towards High-Resolution and High-Quality Weather ForecastingTechnical55 citations
  140. Attribute and Structure Preserving Graph Contrastive LearningTechnical54 citations
  141. Generalized Category Discovery with Decoupled Prototypical NetworkTechnical54 citations
  142. Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement LearningTechnical54 citations
  143. RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object TrackingTechnical54 citations
  144. Safe Reinforcement Learning via Shielding under Partial ObservabilityTechnical54 citations
  145. MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query GroundingTechnical53 citations
  146. SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point CloudTechnical53 citations
  147. Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure AnalysisTechnical53 citations
  148. ConTextual Masked Auto-Encoder for Dense Passage RetrievalTechnical52 citations
  149. DC-Former: Diverse and Compact Transformer for Person Re-identificationTechnical52 citations
  150. GLCC: A General Framework for Graph-Level ClusteringTechnical52 citations
  151. MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time SeriesTechnical52 citations
  152. PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language ModelsTechnical52 citations
  153. T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature InteractionTechnical52 citations
  154. Taxonomizing and Measuring Representational Harms: A Look at Image TaggingTechnical52 citations
  155. A Set of Control Points Conditioned Pedestrian Trajectory PredictionTechnical51 citations
  156. Adaptive Dynamic Filtering Network for Image DenoisingTechnical51 citations
  157. Continuous Trajectory Generation Based on Two-Stage GANTechnical51 citations
  158. Cross-View Geo-Localization via Learning Disentangled Geometric Layout CorrespondenceTechnical51 citations
  159. Defending against Backdoor Attacks in Natural Language GenerationTechnical51 citations
  160. HOTCOLD Block: Fooling Thermal Infrared Detectors with a Novel Wearable DesignTechnical51 citations
  161. Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose EstimationTechnical51 citations
  162. ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural NetworksTechnical50 citations
  163. Scaling Up Dynamic Graph Representation Learning via Spiking Neural NetworksTechnical50 citations
  164. Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image ClassificationTechnical49 citations
  165. Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph GenerationTechnical49 citations
  166. Hierarchical Contrast for Unsupervised Skeleton-Based Action Representation LearningTechnical49 citations
  167. Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised LearningTechnical49 citations
  168. NL2LTL – a Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) FormulasTechnical49 citations
  169. Predictive Multiplicity in Probabilistic ClassificationTechnical49 citations
  170. Quantum Multi-Agent Meta Reinforcement LearningTechnical49 citations
  171. Runtime Analysis for the NSGA-II: Provable Speed-Ups from CrossoverTechnical49 citations
  172. Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton SequencesTechnical49 citations
  173. Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object DetectionTechnical48 citations
  174. Human Joint Kinematics Diffusion-Refinement for Stochastic Motion PredictionTechnical48 citations
  175. Industry-Scale Orchestrated Federated Learning for Drug DiscoveryTechnical48 citations
  176. Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution VideosTechnical48 citations
  177. i-Code: An Integrative and Composable Multimodal Learning FrameworkTechnical48 citations
  178. GAN Prior Based Null-Space Learning for Consistent Super-resolutionTechnical47 citations
  179. GLT-T: Global-Local Transformer Voting for 3D Single Object Tracking in Point CloudsTechnical47 citations
  180. Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware TransformersTechnical47 citations
  181. MultiAct: Long-Term 3D Human Motion Generation from Multiple Action LabelsTechnical47 citations
  182. Non-IID Transfer Learning on GraphsTechnical47 citations
  183. Refined Semantic Enhancement towards Frequency Diffusion for Video CaptioningTechnical47 citations
  184. Bugs in the Data: How ImageNet Misrepresents BiodiversityTechnical46 citations
  185. Dual-Domain Attention for Image DeblurringTechnical46 citations
  186. NeAF: Learning Neural Angle Fields for Point Normal EstimationTechnical46 citations
  187. The Unreasonable Effectiveness of Deep Evidential RegressionTechnical46 citations
  188. Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm DetectionTechnical45 citations
  189. Revisiting the Spatial and Temporal Modeling for Few-Shot Action RecognitionTechnical45 citations
  190. VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph CaptioningTechnical45 citations
  191. Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech RecognitionTechnical44 citations
  192. Everyone’s Voice Matters: Quantifying Annotation Disagreement Using Demographic InformationTechnical44 citations
  193. Generating Transferable 3D Adversarial Point Cloud via Random Perturbation FactorizationTechnical44 citations
  194. I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on HypergraphsTechnical44 citations
  195. Next POI Recommendation with Dynamic Graph and Explicit DependencyTechnical44 citations
  196. Out-of-Distribution Detection Is Not All You NeedTechnical44 citations
  197. Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial NetworkTechnical44 citations
  198. T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student DistillationTechnical44 citations
  199. CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate QueryingTechnical43 citations
  200. DeAR: A Deep-Learning-Based Audio Re-recording Resilient WatermarkingTechnical43 citations
  201. Global Concept-Based Interpretability for Graph Neural Networks via Neuron AnalysisTechnical43 citations
  202. MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identificationTechnical43 citations
  203. On Generalized Degree Fairness in Graph Neural NetworksTechnical43 citations
  204. Online Hyperparameter Optimization for Class-Incremental LearningTechnical43 citations
  205. STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet ExtractionTechnical43 citations
  206. SafeLight: A Reinforcement Learning Method toward Collision-Free Traffic Signal ControlTechnical43 citations
  207. A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous SpeechTechnical42 citations
  208. Adversarial Alignment for Source Free Object DetectionTechnical42 citations
  209. Boosting Graph Neural Networks via Adaptive Knowledge DistillationTechnical42 citations
  210. Controllable Image Captioning via PromptingTechnical42 citations
  211. ConvMatch: Rethinking Network Design for Two-View Correspondence LearningTechnical42 citations
  212. End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge DistillationTechnical42 citations
  213. Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box DistortionsTechnical42 citations
  214. Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View ClusteringTechnical42 citations
  215. MMTN: Multi-Modal Memory Transformer Network for Image-Report Consistent Medical Report GenerationTechnical42 citations
  216. Self-Supervised Graph Attention Networks for Deep Weighted Multi-View ClusteringTechnical42 citations
  217. Avocodo: Generative Adversarial Network for Artifact-Free VocoderTechnical41 citations
  218. Exploring Temporal Information Dynamics in Spiking Neural NetworksTechnical41 citations
  219. Foundations of Cooperative AITechnical41 citations
  220. From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower BoundsTechnical41 citations
  221. On Grounded Planning for Embodied Tasks with Language ModelsTechnical41 citations
  222. Boundary Graph Neural Networks for 3D SimulationsTechnical40 citations
  223. Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identificationTechnical40 citations
  224. Multiple Robust Learning for RecommendationTechnical40 citations
  225. Scaling Law for Recommendation Models: Towards General-Purpose User RepresentationsTechnical40 citations
  226. Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA TaskTechnical40 citations
  227. TopicFM: Robust and Interpretable Topic-Assisted Feature MatchingTechnical40 citations
  228. Compressing Transformers: Features Are Low-Rank, but Weights Are Not!Technical39 citations
  229. Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive AlignmentTechnical39 citations
  230. Deep Equilibrium Models for Snapshot Compressive ImagingTechnical39 citations
  231. FeedFormer: Revisiting Transformer Decoder for Efficient Semantic SegmentationTechnical39 citations
  232. Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under UncertaintyTechnical39 citations
  233. M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing ModalitiesTechnical39 citations
  234. OMPQ: Orthogonal Mixed Precision QuantizationTechnical39 citations
  235. BERT-ERC: Fine-Tuning BERT Is Enough for Emotion Recognition in ConversationTechnical38 citations
  236. Delving into the Adversarial Robustness of Federated LearningTechnical38 citations
  237. Exploring Stroke-Level Modifications for Scene Text EditingTechnical38 citations
  238. Good Helper Is around You: Attention-Driven Masked Image ModelingTechnical38 citations
  239. The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-trainingTechnical38 citations
  240. Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain RecommendationTechnical38 citations
  241. BEST: BERT Pre-training for Sign Language Recognition with Coupling TokenizationTechnical37 citations
  242. Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal PerspectiveTechnical37 citations
  243. EINNs: Epidemiologically-Informed Neural NetworksTechnical37 citations
  244. Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting It into MLPs: An Effective GNN-to-MLP Distillation FrameworkTechnical37 citations
  245. Federated Generative Model on Multi-Source Heterogeneous Data in IoTTechnical37 citations
  246. Formalising the Robustness of Counterfactual Explanations for Neural NetworksTechnical37 citations
  247. Graphs, Constraints, and Search for the Abstraction and Reasoning CorpusTechnical37 citations
  248. Sample-Dependent Adaptive Temperature Scaling for Improved CalibrationTechnical37 citations
  249. Self-Supervised Continual Graph Learning in Adaptive Riemannian SpacesTechnical37 citations
  250. The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback TypesTechnical37 citations
  251. Towards Voice Reconstruction from EEG during Imagined SpeechTechnical37 citations
  252. WSiP: Wave Superposition Inspired Pooling for Dynamic Interactions-Aware Trajectory PredictionTechnical37 citations
  253. A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective OptimisationTechnical36 citations
  254. Censored Fairness through AwarenessTechnical36 citations
  255. Continual Learning with Scaled Gradient ProjectionTechnical36 citations
  256. Dual Label-Guided Graph Refinement for Multi-View Graph ClusteringTechnical36 citations
  257. Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information PrinciplesTechnical36 citations
  258. Emergence of Punishment in Social Dilemma with Environmental FeedbackTechnical36 citations
  259. Factual and Informative Review Generation for Explainable RecommendationTechnical36 citations
  260. Fourier-Net: Fast Image Registration with Band-Limited DeformationTechnical36 citations
  261. Multi-Stream Representation Learning for Pedestrian Trajectory PredictionTechnical36 citations
  262. SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series ClassificationTechnical36 citations
  263. Self-Supervised Graph Learning for Long-Tailed Cognitive DiagnosisTechnical36 citations
  264. Defending Backdoor Attacks on Vision Transformer via Patch ProcessingTechnical35 citations
  265. Fair Generative Models via Transfer LearningTechnical35 citations
  266. On the Vulnerability of Backdoor Defenses for Federated LearningTechnical35 citations
  267. Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and ConstraintsTechnical35 citations
  268. Real-World Deep Local Motion DeblurringTechnical35 citations
  269. Towards Global Video Scene Segmentation with Context-Aware TransformerTechnical35 citations
  270. Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution EquationsTechnical35 citations
  271. Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic AlignmentTechnical35 citations
  272. ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy LabelsTechnical34 citations
  273. DiffMD: A Geometric Diffusion Model for Molecular Dynamics SimulationsTechnical34 citations
  274. Estimating Reflectance Layer from a Single Image: Integrating Reflectance Guidance and Shadow/Specular Aware LearningTechnical34 citations
  275. Misspecification in Inverse Reinforcement LearningTechnical34 citations
  276. Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event PredictionTechnical34 citations
  277. Semi-attention Partition for Occluded Person Re-identificationTechnical34 citations
  278. Symmetry-Aware Transformer-Based Mirror DetectionTechnical34 citations
  279. Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural NetworkTechnical34 citations
  280. Adversarial Weight Perturbation Improves Generalization in Graph Neural NetworksTechnical33 citations
  281. CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D DetectionTechnical33 citations
  282. Efficient Mirror Detection via Multi-Level Heterogeneous LearningTechnical33 citations
  283. HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination MechanismTechnical33 citations
  284. NLIP: Noise-Robust Language-Image Pre-trainingTechnical33 citations
  285. ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost ProxiesTechnical33 citations
  286. Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective TrajectoriesTechnical33 citations
  287. SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity RecognitionTechnical33 citations
  288. Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event PredictionTechnical33 citations
  289. Trafformer: Unify Time and Space in Traffic PredictionTechnical33 citations
  290. Adversarial Robust Deep Reinforcement Learning Requires Redefining RobustnessTechnical32 citations
  291. DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth CompletionTechnical32 citations
  292. Improving Scene Text Image Super-resolution via Dual Prior Modulation NetworkTechnical32 citations
  293. Interpreting Unfairness in Graph Neural Networks via Training Node AttributionTechnical32 citations
  294. Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text ClassificationTechnical32 citations
  295. Lifelong Embedding Learning and Transfer for Growing Knowledge GraphsTechnical32 citations
  296. Novel Motion Patterns Matter for Practical Skeleton-Based Action RecognitionTechnical32 citations
  297. Post-hoc Uncertainty Learning Using a Dirichlet Meta-ModelTechnical32 citations
  298. Safeguarded Learned Convex OptimizationTechnical32 citations
  299. Two Wrongs Don’t Make a Right: Combating Confirmation Bias in Learning with Label NoiseTechnical32 citations
  300. Domain-General Crowd Counting in Unseen ScenariosTechnical31 citations
  301. Evaluating Model-Free Reinforcement Learning toward Safety-Critical TasksTechnical31 citations
  302. Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive LearningTechnical31 citations
  303. Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug DiscoveryTechnical31 citations
  304. Knowledge-Bridged Causal Interaction Network for Causal Emotion EntailmentTechnical31 citations
  305. Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement LearningTechnical31 citations
  306. Multi-Level Confidence Learning for Trustworthy Multimodal ClassificationTechnical31 citations
  307. Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality DetectionTechnical31 citations
  308. Probabilities Are Not Enough: Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic UncertaintyTechnical31 citations
  309. RADIANT: Radar-Image Association Network for 3D Object DetectionTechnical31 citations
  310. Weakly Supervised 3D Multi-Person Pose Estimation for Large-Scale Scenes Based on Monocular Camera and Single LiDARTechnical31 citations
  311. ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-DependencyTechnical30 citations
  312. Efficient Edge-Preserving Multi-View Stereo Network for Depth EstimationTechnical30 citations
  313. Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive LearningTechnical30 citations
  314. HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide ImageTechnical30 citations
  315. Heterogeneous Graph Learning for Multi-Modal Medical Data AnalysisTechnical30 citations
  316. Intersection Coordination with Priority-Based Search for Autonomous VehiclesTechnical30 citations
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  480. READ: Aggregating Reconstruction Error into Out-of-Distribution DetectionTechnical21 citations
  481. SEnsor Alignment for Multivariate Time-Series Unsupervised Domain AdaptationTechnical21 citations
  482. SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial AttackTechnical21 citations
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  484. Weighted Policy Constraints for Offline Reinforcement LearningTechnical21 citations
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  527. GLUECons: A Generic Benchmark for Learning under ConstraintsTechnical19 citations
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  559. Compressed Heterogeneous Graph for Abstractive Multi-Document SummarizationTechnical18 citations
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  645. GAM: Gradient Attention Module of Optimization for Point Clouds AnalysisTechnical16 citations
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  755. TOT:Topology-Aware Optimal Transport for Multimodal Hate DetectionTechnical14 citations
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  758. edBB-Demo: Biometrics and Behavior Analysis for Online Educational PlatformsTechnical14 citations
  759. A Model-Agnostic Heuristics for Selective ClassificationTechnical13 citations
  760. A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document ImagesTechnical13 citations
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  762. Approval-Based Voting with Mixed GoodsTechnical13 citations
  763. Beyond Black-Boxes: Teaching Complex Machine Learning Ideas through Scaffolded Interactive ActivitiesTechnical13 citations
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  765. CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial RobustnessTechnical13 citations
  766. Centerless Multi-View K-means Based on the Adjacency MatrixTechnical13 citations
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  768. DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional NetworksTechnical13 citations
  769. Decision-Making Context Interaction Network for Click-Through Rate PredictionTechnical13 citations
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  774. Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract)Technical13 citations
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  777. Generalizing Math Word Problem Solvers via Solution DiversificationTechnical13 citations
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  782. LANCER: A Lifetime-Aware News Recommender SystemTechnical13 citations
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  788. Monitoring Arithmetic Temporal Properties on Finite TracesTechnical13 citations
  789. Multi-Level Compositional Reasoning for Interactive Instruction FollowingTechnical13 citations
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  791. Neural TSP Solver with Progressive DistillationTechnical13 citations
  792. Normalizing Flow Ensembles for Rich Aleatoric and Epistemic Uncertainty ModelingTechnical13 citations
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  798. Robust Graph Meta-Learning via Manifold Calibration with Proxy SubgraphsTechnical13 citations
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  800. SHUNIT: Style Harmonization for Unpaired Image-to-Image TranslationTechnical13 citations
  801. Safe Policy Improvement for POMDPs via Finite-State ControllersTechnical13 citations
  802. Scalable and Effective Conductance-Based Graph ClusteringTechnical13 citations
  803. THMA: Tencent HD Map AI System for Creating HD Map AnnotationsTechnical13 citations
  804. Text to Point Cloud Localization with Relation-Enhanced TransformerTechnical13 citations
  805. Time-Aware Random Walk Diffusion to Improve Dynamic Graph LearningTechnical13 citations
  806. A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NERTechnical12 citations
  807. AI Made by Youth: A Conversational AI Curriculum for Middle School Summer CampsTechnical12 citations
  808. Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action LocalizationTechnical12 citations
  809. AdaBoost.C2: Boosting Classifiers Chains for Multi-Label ClassificationTechnical12 citations
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  961. Planning with Hidden Parameter Polynomial MDPsTechnical10 citations
  962. Predicting Temporal Sets with Simplified Fully Connected NetworksTechnical10 citations
  963. ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity RecognitionTechnical10 citations
  964. Query-Aware Quantization for Maximum Inner Product SearchTechnical10 citations
  965. Random Walk Conformer: Learning Graph Representation from Long and Short RangeTechnical10 citations
  966. Reward-Based Negotiating Agent StrategiesTechnical10 citations
  967. Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth ProgramTechnical10 citations
  968. Robustness to Spurious Correlations Improves Semantic Out-of-Distribution DetectionTechnical10 citations
  969. SRoUDA: Meta Self-Training for Robust Unsupervised Domain AdaptationTechnical10 citations
  970. Scalable Bayesian Meta-Learning through Generalized Implicit GradientsTechnical10 citations
  971. Scene Graph to Image Synthesis via Knowledge ConsensusTechnical10 citations
  972. SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial IntelligenceTechnical10 citations
  973. StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-Based 3D Object DetectionTechnical10 citations
  974. Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender SystemsTechnical10 citations
  975. Supervised Contrastive Few-Shot Learning for High-Frequency Time SeriesTechnical10 citations
  976. Tricking the Hashing Trick: A Tight Lower Bound on the Robustness of CountSketch to Adaptive InputsTechnical10 citations
  977. UniSyn: An End-to-End Unified Model for Text-to-Speech and Singing Voice SynthesisTechnical10 citations
  978. Unlabeled Imperfect Demonstrations in Adversarial Imitation LearningTechnical10 citations
  979. Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement LearningTechnical10 citations
  980. Video-Audio Domain Generalization via Confounder DisentanglementTechnical10 citations
  981. 3D Human Pose Lifting with Grid ConvolutionTechnical9 citations
  982. A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy DetectionTechnical9 citations
  983. A Provable Framework of Learning Graph Embeddings via SummarizationTechnical9 citations
  984. A Risk-Sensitive Approach to Policy OptimizationTechnical9 citations
  985. Almost Cost-Free Communication in Federated Best Arm IdentificationTechnical9 citations
  986. Amodal Instance Segmentation via Prior-Guided ExpansionTechnical9 citations
  987. Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel DescriptorsTechnical9 citations
  988. Back to the Future: Toward a Hybrid Architecture for Ad Hoc TeamworkTechnical9 citations
  989. CP-Rec: Contextual Prompting for Conversational Recommender SystemsTechnical9 citations
  990. CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference FrameTechnical9 citations
  991. Can We Find Strong Lottery Tickets in Generative Models?Technical9 citations
  992. Certifying Fairness of Probabilistic CircuitsTechnical9 citations
  993. Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient AlignmentTechnical9 citations
  994. Conceptual Reinforcement Learning for Language-Conditioned TasksTechnical9 citations
  995. Confidence-Aware Training of Smoothed Classifiers for Certified RobustnessTechnical9 citations
  996. Conflicting Interactions among Protection Mechanisms for Machine Learning ModelsTechnical9 citations
  997. Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event LocalizationTechnical9 citations
  998. Detecting and Grounding Important Characters in Visual StoriesTechnical9 citations
  999. Develop AI Teaching and Learning Resources for Compulsory Education in ChinaTechnical9 citations
  1000. Efficient Enumeration of Markov Equivalent DAGsTechnical9 citations

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