Video Understanding

CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting EMNLP 2025 CMHKF: Cross-Modality Heterogeneous Knowledge Fusion for Weakly Supervised Video Anomaly Detection ACL 2025 Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025 Condensing Action Segmentation Datasets via Generative Network Inversion CVPR 2025 Context-Aware Outlier Rejection for Robust Multi-View 3D Tracking of Similar Small Birds in An Outdoor Aviary WACV 2025 Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding ICLR 2025 ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context AAAI 2025 Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation WACV 2025 CoST: Efficient Collaborative Perception From Unified Spatiotemporal Perspective ICCV 2025 CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition ICCV 2025 CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos ICCV 2025 CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025 CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025 Cross-modal Causal Relation Alignment for Video Question Grounding CVPR 2025 CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features ICML 2025 Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning EMNLP 2025 Decoupled Motion Expression Video Segmentation CVPR 2025 Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference WACV 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Denoise-then-Retrieve: Text-Conditioned Video Denoising for Video Moment Retrieval IJCAI 2025 Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration AAAI 2025 Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video AAAI 2025 DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos CVPR 2025 DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction AAAI 2025