| FDDet: Frequency-Decoupling for Boundary Refinement in Temporal Action Detection | Apr 1, 2025 | Action DetectionRelation Network | —Unverified | 0 |
| Unraveling the geometry of visual relational reasoning | Feb 24, 2025 | Relational ReasoningRelation Network | CodeCode Available | 0 |
| Finding the Trigger: Causal Abductive Reasoning on Video Events | Jan 16, 2025 | counterfactualManagement | —Unverified | 0 |
| ARN-LSTM: A Multi-Stream Fusion Model for Skeleton-based Action Recognition | Nov 4, 2024 | Action RecognitionActivity Recognition | —Unverified | 0 |
| MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants | Sep 30, 2024 | DiversityRelation Network | CodeCode Available | 1 |
| Personalized federated learning based on feature fusion | Jun 24, 2024 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| An All-MLP Sequence Modeling Architecture That Excels at Copying | Jun 23, 2024 | AllRelation | CodeCode Available | 0 |
| Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion | Jun 3, 2024 | Inductive knowledge graph completionKnowledge Graph Completion | —Unverified | 0 |
| DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose Estimation | Apr 22, 2024 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 0 |
| DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification | Feb 26, 2024 | Knowledge DistillationRelation Network | —Unverified | 0 |
| Visual Commonsense based Heterogeneous Graph Contrastive Learning | Nov 11, 2023 | Contrastive LearningQuestion Answering | —Unverified | 0 |
| Cyclic Directed Probabilistic Graphical Model: A Proposal Based on Structured Outcomes | Oct 25, 2023 | Relation Network | —Unverified | 0 |
| Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning | Oct 19, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| IDRNet: Intervention-Driven Relation Network for Semantic Segmentation | Oct 16, 2023 | RelationRelation Network | CodeCode Available | 2 |
| FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Jul 13, 2023 | Earth ObservationRelation | CodeCode Available | 1 |
| Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification | Apr 28, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Relational Context Learning for Human-Object Interaction Detection | Apr 11, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 |
| Kinship Representation Learning with Face Componential Relation | Apr 10, 2023 | RelationRelation Network | —Unverified | 0 |
| CycleACR: Cycle Modeling of Actor-Context Relations for Video Action Detection | Mar 28, 2023 | Action DetectionAction Recognition | CodeCode Available | 0 |
| You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding | Mar 26, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style | Mar 25, 2023 | Image RetrievalRelation Network | CodeCode Available | 1 |
| Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer | Mar 21, 2023 | Image Segmentationregression | —Unverified | 0 |
| 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop | Feb 6, 2023 | Multi-class ClassificationPanoptic Segmentation | CodeCode Available | 2 |
| Few-Shot Referring Relationships in Videos | Jan 1, 2023 | ObjectRelation Network | CodeCode Available | 0 |
| Fast Learning of Dynamic Hand Gesture Recognition with Few-Shot Learning Models | Dec 16, 2022 | Few-Shot LearningGesture Recognition | CodeCode Available | 1 |
| PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation | Dec 14, 2022 | Recommendation SystemsRelation | CodeCode Available | 0 |
| Interclass Prototype Relation for Few-Shot Segmentation | Nov 16, 2022 | Few-Shot Semantic SegmentationRelation | —Unverified | 0 |
| ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering | Nov 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning | Oct 24, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Attention Based Relation Network for Facial Action Units Recognition | Oct 23, 2022 | RelationRelation Network | —Unverified | 0 |
| Learning the Network of Graphs for Graph Neural Networks | Oct 8, 2022 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| TSRFormer: Table Structure Recognition with Transformers | Aug 9, 2022 | Image SegmentationPrediction | —Unverified | 0 |
| Signed Network Embedding with Application to Simultaneous Detection of Communities and Anomalies | Jul 8, 2022 | Anomaly DetectionCommunity Detection | —Unverified | 0 |
| I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation | Jun 22, 2022 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 1 |
| Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification | May 5, 2022 | Classificationdomain classification | CodeCode Available | 1 |
| Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection | Apr 27, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| THORN: Temporal Human-Object Relation Network for Action Recognition | Apr 20, 2022 | Action RecognitionHuman-Object Interaction Detection | —Unverified | 0 |
| InsertionNet 2.0: Minimal Contact Multi-Step Insertion Using Multimodal Multiview Sensory Input | Mar 2, 2022 | Contrastive LearningOne-Shot Learning | —Unverified | 0 |
| HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution | Dec 29, 2021 | RelationRelation Network | CodeCode Available | 0 |
| Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization | Dec 19, 2021 | Face AlignmentFace Generation | CodeCode Available | 0 |
| A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis | Dec 3, 2021 | DiagnosticFault Diagnosis | —Unverified | 0 |
| AVA-AVD: Audio-Visual Speaker Diarization in the Wild | Nov 29, 2021 | Relation Networkspeaker-diarization | CodeCode Available | 1 |
| Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network | Nov 8, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 |
| A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading | Nov 1, 2021 | automatic short answer gradingData Augmentation | —Unverified | 0 |
| Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks | Aug 19, 2021 | 6D Pose Estimation6D Pose Estimation using RGB | —Unverified | 0 |
| SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification | Jul 5, 2021 | Person Re-IdentificationRelation Network | CodeCode Available | 1 |
| Proposal Relation Network for Temporal Action Detection | Jun 20, 2021 | Action ClassificationAction Detection | CodeCode Available | 1 |
| Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network | Jun 1, 2021 | graph constructionImplicit Relations | —Unverified | 0 |
| Visual analogy: Deep learning versus compositional models | May 14, 2021 | Deep LearningRelation Network | —Unverified | 0 |
| Cross-Domain Contract Element Extraction with a Bi-directional Feedback Clause-Element Relation Network | May 13, 2021 | Cross-Domain Named Entity RecognitionGraph Neural Network | —Unverified | 0 |