| 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop | Feb 6, 2023 | Multi-class ClassificationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| IDRNet: Intervention-Driven Relation Network for Semantic Segmentation | Oct 16, 2023 | RelationRelation Network | CodeCode Available | 2 | 5 |
| AVA-AVD: Audio-Visual Speaker Diarization in the Wild | Nov 29, 2021 | Relation Networkspeaker-diarization | CodeCode Available | 1 | 5 |
| Mining Inter-Video Proposal Relations for Video Object Detection | Aug 1, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Temporal Memory Relation Network for Workflow Recognition from Surgical Video | Mar 30, 2021 | RelationRelation Network | CodeCode Available | 1 | 5 |
| FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Jul 13, 2023 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images | Jul 1, 2020 | Relation NetworkSegmentation | CodeCode Available | 1 | 5 |
| Proposal Relation Network for Temporal Action Detection | Jun 20, 2021 | Action ClassificationAction Detection | CodeCode Available | 1 | 5 |
| Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization | Jun 14, 2020 | Action DetectionAction Localization | CodeCode Available | 1 | 5 |
| Coupling Intent and Action for Pedestrian Crossing Behavior Prediction | May 10, 2021 | Action DetectionAutonomous Vehicles | CodeCode Available | 1 | 5 |
| One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation | Apr 6, 2021 | 3D Semantic SegmentationRelation Network | CodeCode Available | 1 | 5 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation | Apr 21, 2021 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| 1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020 | Jun 16, 2020 | Action LocalizationRelation Network | CodeCode Available | 1 | 5 |
| Learning to Filter: Siamese Relation Network for Robust Tracking | Apr 2, 2021 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering | May 1, 2020 | Knowledge GraphsQuestion Answering | CodeCode Available | 1 | 5 |
| Semantics Disentangling for Generalized Zero-Shot Learning | Jan 20, 2021 | Generalized Zero-Shot LearningRelation Network | CodeCode Available | 1 | 5 |
| Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification | May 5, 2022 | Classificationdomain classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification | Apr 28, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Hierarchical Conditional Relation Networks for Video Question Answering | Feb 25, 2020 | Audio-Visual Question Answering (AVQA)Question Answering | CodeCode Available | 1 | 5 |
| Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style | Mar 25, 2023 | Image RetrievalRelation Network | CodeCode Available | 1 | 5 |
| MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants | Sep 30, 2024 | DiversityRelation Network | CodeCode Available | 1 | 5 |
| Relational Context Learning for Human-Object Interaction Detection | Apr 11, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| Fast Learning of Dynamic Hand Gesture Recognition with Few-Shot Learning Models | Dec 16, 2022 | Few-Shot LearningGesture Recognition | CodeCode Available | 1 | 5 |
| Duplex Contextual Relation Network for Polyp Segmentation | Mar 11, 2021 | PositionRelation | CodeCode Available | 1 | 5 |
| Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing | Jan 5, 2021 | Dialogue State TrackingInductive Bias | CodeCode Available | 1 | 5 |
| DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer | Aug 21, 2019 | Image GenerationRelation Network | CodeCode Available | 0 | 5 |
| Relation Network for Person Re-identification | Nov 21, 2019 | Person Re-IdentificationRelation | CodeCode Available | 0 | 5 |
| Relationships from Entity Stream | Sep 7, 2019 | Relational ReasoningRelation Network | CodeCode Available | 0 | 5 |
| DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose Estimation | Apr 22, 2024 | Multi-Person Pose EstimationPose Estimation | CodeCode Available | 0 | 5 |
| Local Relation Networks for Image Recognition | Apr 25, 2019 | General ClassificationImage Classification | CodeCode Available | 0 | 5 |
| CycleACR: Cycle Modeling of Actor-Context Relations for Video Action Detection | Mar 28, 2023 | Action DetectionAction Recognition | CodeCode Available | 0 | 5 |
| Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network | Nov 8, 2021 | Multi-Task LearningRelation | CodeCode Available | 0 | 5 |
| Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization | Dec 19, 2021 | Face AlignmentFace Generation | CodeCode Available | 0 | 5 |
| Relation Network for Multi-label Aerial Image Classification | Jul 16, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification | Jun 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Appearance-and-Relation Networks for Video Classification | Nov 24, 2017 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 | 5 |
| PAC-MAN: Multi-Relation Network in Social Community for Personalized Hashtag Recommendation | Dec 14, 2022 | Recommendation SystemsRelation | CodeCode Available | 0 | 5 |
| Learning to Learn Relation for Important People Detection in Still Images | Apr 7, 2019 | RelationRelation Network | CodeCode Available | 0 | 5 |
| Actor-Centric Relation Network | Jul 28, 2018 | Action ClassificationAction Detection | CodeCode Available | 0 | 5 |
| HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution | Dec 29, 2021 | RelationRelation Network | CodeCode Available | 0 | 5 |
| PARN: Position-Aware Relation Networks for Few-Shot Learning | Sep 10, 2019 | Few-Shot LearningPosition | CodeCode Available | 0 | 5 |
| An All-MLP Sequence Modeling Architecture That Excels at Copying | Jun 23, 2024 | AllRelation | CodeCode Available | 0 | 5 |
| I-AID: Identifying Actionable Information from Disaster-related Tweets | Aug 4, 2020 | Graph AttentionManagement | CodeCode Available | 0 | 5 |
| FigureQA: An Annotated Figure Dataset for Visual Reasoning | Oct 19, 2017 | BIG-bench Machine LearningChart Question Answering | CodeCode Available | 0 | 5 |
