Video Understanding

Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 ReBotNet: Fast Real-Time Video Enhancement WACV 2025 Recovering Dynamic 3D Sketches from Videos CVPR 2025 ReferEverything: Towards Segmenting Everything We Can Speak of in Videos ICCV 2025 Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025 RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations CVPR 2025 Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios CVPR 2025 RePerformer: Immersive Human-centric Volumetric Videos from Playback to Photoreal Reperformance CVPR 2025 ResidualViT for Efficient Temporally Dense Video Encoding ICCV 2025 Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction AAAI 2025 Re-thinking Temporal Search for Long-Form Video Understanding CVPR 2025 Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025 ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos CVPR 2025 Revisiting Audio-Visual Segmentation with Vision-Centric Transformer CVPR 2025 ReWind: Understanding Long Videos with Instructed Learnable Memory CVPR 2025 RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety CVPR 2025 RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives CVPR 2025 Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation AAAI 2025 RoMo: Robust Motion Segmentation Improves Structure from Motion ICCV 2025 SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025 SA-DETR:Span Aware Detection Transformer for Moment Retrieval COLING 2025 Sali4Vid: Saliency-Aware Video Reweighting and Adaptive Caption Retrieval for Dense Video Captioning EMNLP 2025 SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025 SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree ICCV 2025 SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes CVPR 2025