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Video Understanding

1098 directly classified papers

Papers per year

Papers

Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
Transparent and Coherent Procedural Mistake Detection EMNLP 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025
KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding ICCV 2025
HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization CVPR 2025
OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? CVPR 2025
Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025
Flexible Frame Selection for Efficient Video Reasoning CVPR 2025
SyncVP: Joint Diffusion for Synchronous Multi-Modal Video Prediction CVPR 2025
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection CVPR 2025
FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025
Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025
Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025
Face Forgery Video Detection via Temporal Forgery Cue Unraveling CVPR 2025
CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video CVPR 2025
Unified Reconstruction of Static and Dynamic Scenes from Events CVPR 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025
MVAD: A Multiple Visual Artifact Detector for Video Streaming WACV 2025
STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025
Graph-Jigsaw Conditioned Diffusion Model for Skeleton-Based Video Anomaly Detection WACV 2025
HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos ICCV 2025