Video Understanding

Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025 Multi-Granularity Video Object Segmentation AAAI 2025 Multimodal Class-aware Semantic Enhancement Network for Audio-Visual Video Parsing AAAI 2025 Multi-Modal Few-Shot Temporal Action Segmentation ICCV 2025 Multimodal Fusion and Coherence Modeling for Video Topic Segmentation ACL 2025 Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network AAAI 2025 Multi-Scale Contrastive Learning for Video Temporal Grounding AAAI 2025 MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval CVPR 2025 MVAD: A Multiple Visual Artifact Detector for Video Streaming WACV 2025 MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment ICCV 2025 Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions CVPR 2025 Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs ICLR 2025 Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025 Number it: Temporal Grounding Videos like Flipping Manga CVPR 2025 Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025 OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition AAAI 2025 Omnia de EgoTempo: Benchmarking Temporal Understanding of Multi-Modal LLMs in Egocentric Videos CVPR 2025 OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts CVPR 2025 One Trajectory, One Token: Grounded Video Tokenization via Panoptic Sub-object Trajectory ICCV 2025 Online Generic Event Boundary Detection ICCV 2025 Online Video Understanding: OVBench and VideoChat-Online CVPR 2025 On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025 Open-ended Hierarchical Streaming Video Understanding with Vision Language Models ICCV 2025 Open-World Skill Discovery from Unsegmented Demonstration Videos ICCV 2025 OVG-HQ: Online Video Grounding with Hybrid-modal Queries ICCV 2025