| Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition | Nov 28, 2023 | Action ClassificationAction Recognition | —Unverified | 0 |
| A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets | Jun 15, 2016 | Action RecognitionAction Understanding | —Unverified | 0 |
| An Expressive Deep Model for Human Action Parsing from A Single Image | Feb 2, 2015 | Action ParsingAction Understanding | —Unverified | 0 |
| ATTACH Dataset: Annotated Two-Handed Assembly Actions for Human Action Understanding | Apr 17, 2023 | Action DetectionAction Recognition | —Unverified | 0 |
| Boundary Content Graph Neural Network for Temporal Action Proposal Generation | Aug 4, 2020 | Action DetectionAction Understanding | —Unverified | 0 |
| Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery | Mar 29, 2025 | Action UnderstandingInstrument Recognition | —Unverified | 0 |
| Can Humans Fly? Action Understanding With Multiple Classes of Actors | Jun 1, 2015 | Action RecognitionAction Understanding | —Unverified | 0 |
| CathAction: A Benchmark for Endovascular Intervention Understanding | Aug 23, 2024 | Action Understanding | —Unverified | 0 |
| Comparing Machines and Children: Using Developmental Psychology Experiments to Assess the Strengths and Weaknesses of LaMDA Responses | May 18, 2023 | Action UnderstandingLanguage Modelling | —Unverified | 0 |
| Compositional Structure Learning for Action Understanding | Oct 21, 2014 | Action DetectionAction Understanding | —Unverified | 0 |
| Cortical Mirror-System Activation During Real-Life Game Playing: An Intracranial Electroencephalography (EEG) Study | Mar 27, 2019 | Action UnderstandingEEG | —Unverified | 0 |
| DAP3D-Net: Where, What and How Actions Occur in Videos? | Feb 10, 2016 | Action LocalizationAction Parsing | —Unverified | 0 |
| Enhancing Video Transformers for Action Understanding with VLM-aided Training | Mar 24, 2024 | Action ClassificationAction Recognition | —Unverified | 0 |
| Event-based Timestamp Image Encoding Network for Human Action Recognition and Anticipation | Apr 12, 2021 | Action RecognitionAction Understanding | —Unverified | 0 |
| Explainable robotic systems: Understanding goal-driven actions in a reinforcement learning scenario | Jun 24, 2020 | Action UnderstandingDecision Making | —Unverified | 0 |
| Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems | Jan 23, 2019 | Action UnderstandingPerson Re-Identification | —Unverified | 0 |
| FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding | Apr 14, 2020 | Action RecognitionAction Understanding | —Unverified | 0 |
| From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding | Apr 2, 2023 | Action UnderstandingTransfer Learning | —Unverified | 0 |
| Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision | Jun 1, 2015 | Action SegmentationAction Understanding | —Unverified | 0 |
| GTA: Global Temporal Attention for Video Action Understanding | Dec 15, 2020 | Action RecognitionAction Understanding | —Unverified | 0 |
| HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models | Feb 28, 2025 | Action UnderstandingText-to-Video Generation | —Unverified | 0 |
| Heterogeneous Skeleton-Based Action Representation Learning | Jan 1, 2025 | Action RecognitionAction Understanding | —Unverified | 0 |
| Hierarchical Attention Network for Action Recognition in Videos | Jul 21, 2016 | Action RecognitionAction Recognition In Videos | —Unverified | 0 |
| Theory of Minds: Understanding Behavior in Groups Through Inverse Planning | Jan 18, 2019 | Action UnderstandingBayesian Inference | —Unverified | 0 |
| The Role of Video Generation in Enhancing Data-Limited Action Understanding | May 26, 2025 | Action RecognitionAction Understanding | —Unverified | 0 |
| About Time: Advances, Challenges, and Outlooks of Action Understanding | Nov 22, 2024 | Action UnderstandingSurvey | —Unverified | 0 |
| VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment | Jun 16, 2024 | Action UnderstandingBenchmarking | —Unverified | 0 |
| Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking | Jul 1, 2017 | Action ClassificationAction Segmentation | —Unverified | 0 |
| Who is Mistaken? | Dec 4, 2016 | Action Understanding | —Unverified | 0 |
| LLaVA-Pose: Enhancing Human Pose and Action Understanding via Keypoint-Integrated Instruction Tuning | Jun 26, 2025 | Action UnderstandingInstruction Following | CodeCode Available | 0 |
| Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors | May 19, 2015 | Action RecognitionAction Understanding | CodeCode Available | 0 |
| Video Action Understanding | Oct 13, 2020 | Action UnderstandingDeep Learning | CodeCode Available | 0 |
| Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond | Jun 5, 2024 | Action RecognitionAction Understanding | CodeCode Available | 0 |
| Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning | Aug 15, 2021 | Action RecognitionAction Understanding | CodeCode Available | 0 |
| Win-Fail Action Recognition | Feb 15, 2021 | Action RecognitionAction Understanding | CodeCode Available | 0 |
| ACT-Thor: A Controlled Benchmark for Embodied Action Understanding in Simulated Environments | Oct 1, 2022 | Action Understanding | CodeCode Available | 0 |
| Online Spatiotemporal Action Detection and Prediction via Causal Representations | Aug 31, 2020 | Action DetectionAction Recognition | CodeCode Available | 0 |
| Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos | Apr 28, 2022 | Action UnderstandingVideo Captioning | CodeCode Available | 0 |