| 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 |
| ScreenLLM: Stateful Screen Schema for Efficient Action Understanding and Prediction | Mar 26, 2025 | Action 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 |
| HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding | Jan 25, 2025 | Action UnderstandingEmotion Recognition | —Unverified | 0 |
| STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding | Jan 1, 2025 | Action UnderstandingSpatio-Temporal Video Grounding | —Unverified | 0 |
| Heterogeneous Skeleton-Based Action Representation Learning | Jan 1, 2025 | Action RecognitionAction Understanding | —Unverified | 0 |
| About Time: Advances, Challenges, and Outlooks of Action Understanding | Nov 22, 2024 | Action UnderstandingSurvey | —Unverified | 0 |
| MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion | Sep 16, 2024 | Action UnderstandingContrastive Learning | —Unverified | 0 |
| CathAction: A Benchmark for Endovascular Intervention Understanding | Aug 23, 2024 | Action Understanding | —Unverified | 0 |
| Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models | Jul 22, 2024 | Action UnderstandingActivity Recognition | —Unverified | 0 |
