Video Understanding

GPVK-VL: Geometry-Preserving Virtual Keyframes for Visual Localization under Large Viewpoint Changes CVPR 2025 Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025 Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior in Real-World Videos WACV 2025 HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization CVPR 2025 HD-EPIC: A Highly-Detailed Egocentric Video Dataset CVPR 2025 HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics ICCV 2025 HERO: Human Reaction Generation from Videos ICCV 2025 Hierarchical Event Memory for Accurate and Low-latency Online Video Temporal Grounding ICCV 2025 Hierarchical Multi-Source Uncertainty Aggregation for Interactive Video Captioning AAAI 2025 Hierarchical Vector Quantization for Unsupervised Action Segmentation AAAI 2025 Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025 HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding CVPR 2025 HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos ICCV 2025 High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation ICLR 2025 High-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation ICCV 2025 Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity CVPR 2025 How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation? ICCV 2025 How Far are AI-generated Videos from Simulating the 3D Visual World: A Learned 3D Evaluation Approach ICCV 2025 How Far Is Video Generation from World Model: A Physical Law Perspective ICML 2025 How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM IJCAI 2025 HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly ICCV 2025 HuPerFlow: A Comprehensive Benchmark for Human vs. Machine Motion Estimation Comparison CVPR 2025 HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025 Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval ICCV 2025 HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation CVPR 2025