video understanding

4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos WACV 2026 Action Anticipation at a Glimpse: To What Extent Can Multimodal Cues Replace Video? WACV 2026 Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval AAAI 2026 AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding CVPR 2026 Advancing Player Identification and Tracking with Global ID Fusion (GIF) WACV 2026 Agentic Video Summarization via Self-Reflecting Multimodal Understanding CVPR 2026 A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning CVPR 2026 Are Multimodal LLMs Movie Buffs? EACL 2026 ART: Actor-Related Tubelet for Detecting Complex-shaped Action Tubes WACV 2026 Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing CVPR 2026 Attentive Keypoint Identification: Progressive Spatiotemporal Refinement for Video-based Human Pose Estimation AAAI 2026 Automatic Funny Scene Extraction from Long-form Cinematic Videos AAAI 2026 AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video CVPR 2026 AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 AV-Reasoner: Improving and Benchmarking Clue-Grounded Audio-Visual Counting for MLLMs CVPR 2026 Backtrace Mamba: Reviving Critical Temporal Contexts via Hierarchical Memory Compression for Online Action Detection AAAI 2026 Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding AAAI 2026 Beyond Static Frames: Temporal Aggregate-and-Restore Vision Transformer for Human Pose Estimation CVPR 2026 Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark AAAI 2026 CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos AAAI 2026 Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning CVPR 2026 Condensed Test-Time Adaptation of VLMs for Action Recognition CVPR 2026 ConstructAI: From Real-Time Safety Insight to Skill Growth in Deployed Construction AI Systems AAAI 2026 Context Selection and Rewriting for Video-based Educational Question Generation AAAI 2026 Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement Learning AAAI 2026