video understanding

CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models AAAI 2026 Decompose and Transfer: CoT-Prompting Enhanced Alignment for Open-Vocabulary Temporal Action Detection CVPR 2026 DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026 Detecting Fake News in Short Videos Through Multi-View Aggregation AAAI 2026 Dronaquatics: Real-time Swimming Analytics Using Drone Captured Imagery WACV 2026 Dual Coding Theory in Action: Language-Assisted Human Pose Estimation in Videos AAAI 2026 EarlyTom: Early Token Compression Completes Fast Video Understanding CVPR 2026 EchoBat: Echo-Vision Enhancement and Echo-Layered Sampling for Video LLMs Hallucination Mitigation AAAI 2026 Efficient Frame Selection for Long Video Understanding via Reinforcement Learning CVPR 2026 Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos CVPR 2026 ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Video Understanding CVPR 2026 EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation AAAI 2026 Enhancing Visual Planning with Auxiliary Tasks and Multi-token Prediction WACV 2026 EVA: Efficient Reinforcement Learning for End-to-End Video Agent CVPR 2026 EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026 Exploring Automated Recognition of Instructional Activity and Discourse from Multimodal Classroom Data WACV 2026 Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness AAAI 2026 FAVE: A Structured Benchmark for Fine-Grained Audio-Visual Temporal Evaluation in Multimodal LLMs CVPR 2026 Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly CVPR 2026 FlexiVideo: Variation-Aware Temporal Dynamics Modeling for Efficient Video Understanding CVPR 2026 FPS-Bench: A Benchmark for High Frame-Rate Video Understanding CVPR 2026 Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding CVPR 2026 From Detection to Anticipation: Online Understanding of Struggles across Various Tasks and Activities WACV 2026 From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents ACL 2026 GateFusion: Hierarchical Gated Cross-Modal Fusion for Active Speaker Detection WACV 2026