| LLaVAction: evaluating and training multi-modal large language models for action recognition | Mar 24, 2025 | Action RecognitionAction Understanding | CodeCode Available | 2 |
| OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding | Jun 11, 2024 | Action UnderstandingDiversity | CodeCode Available | 2 |
| Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition | Sep 3, 2021 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| Detailed 2D-3D Joint Representation for Human-Object Interaction | Apr 17, 2020 | Action UnderstandingHuman-Object Interaction Detection | CodeCode Available | 1 |
| Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports | Jan 3, 2024 | Action Understandingcounterfactual | CodeCode Available | 1 |
| Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action Understanding | Nov 6, 2023 | Action UnderstandingRepresentation Learning | CodeCode Available | 1 |
| Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action Segmentation | Oct 31, 2024 | Action SegmentationAction Understanding | CodeCode Available | 1 |
| F^3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos | Apr 11, 2025 | Action UnderstandingEvent Detection | CodeCode Available | 1 |
| Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment | Feb 28, 2022 | 3D Action RecognitionAction Analysis | CodeCode Available | 1 |
| Open-Vocabulary Video Relation Extraction | Dec 25, 2023 | Action ClassificationAction Understanding | CodeCode Available | 1 |
| Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning | Aug 8, 2023 | Action UnderstandingContrastive Learning | CodeCode Available | 1 |
| SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization | Jan 2, 2025 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| Temporal Relational Modeling with Self-Supervision for Action Segmentation | Dec 14, 2020 | Action RecognitionAction Segmentation | CodeCode Available | 1 |
| Towards Tokenized Human Dynamics Representation | Nov 22, 2021 | Action SegmentationAction Understanding | CodeCode Available | 1 |
| Action Quality Assessment with Temporal Parsing Transformer | Jul 19, 2022 | Action Quality AssessmentAction Understanding | CodeCode Available | 1 |
| FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment | May 11, 2024 | Action Quality AssessmentAction Understanding | CodeCode Available | 1 |
| FineSports: A Multi-person Hierarchical Sports Video Dataset for Fine-grained Action Understanding | Jan 1, 2024 | Action AnalysisAction Understanding | CodeCode Available | 1 |
| Home Action Genome: Cooperative Compositional Action Understanding | May 11, 2021 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities | Jul 31, 2020 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| Paxion: Patching Action Knowledge in Video-Language Foundation Models | May 18, 2023 | Action UnderstandingDiagnostic | CodeCode Available | 1 |
| EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding | Jun 13, 2024 | Action ClassificationAction Localization | CodeCode Available | 1 |
| Memory-and-Anticipation Transformer for Online Action Understanding | Aug 15, 2023 | Action DetectionAction Understanding | CodeCode Available | 1 |
| Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos | Mar 26, 2022 | Action SegmentationAction Understanding | CodeCode Available | 1 |
| PIANO: A Parametric Hand Bone Model from Magnetic Resonance Imaging | Jun 21, 2021 | Action Understanding | CodeCode Available | 1 |
| Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions | Jul 24, 2022 | Action DetectionAction Understanding | CodeCode Available | 1 |
