Video Understanding

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? CVPR 2025 Paladin: Understanding Video Intentions in Political Advertisement Videos WACV 2025 Panel-by-Panel Souls: A Performative Workflow for Expressive Faces in AI-Assisted Manga Creation NeurIPS 2025 Patch-level Sounding Object Tracking for Audio-Visual Question Answering AAAI 2025 PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-Resolution CVPR 2025 PDFactor: Learning Tri-Perspective View Policy Diffusion Field for Multi-Task Robotic Manipulation CVPR 2025 Perceptually Constrained Precipitation Nowcasting Model ICML 2025 Phantom: Training Robots Without Robots Using Only Human Videos CoRL 2025 PooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos ICLR 2025 Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance CVPR 2025 Predicting Implicit Arguments in Procedural Video Instructions ACL 2025 Proactive Assistant Dialogue Generation from Streaming Egocentric Videos EMNLP 2025 Procedure Knowledge Decoupled Distillation Strategy for Procedure Planning in Instructional Videos AAAI 2025 Progress-Aware Video Frame Captioning CVPR 2025 ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025 ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding NAACL 2025 ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval EMNLP 2025 Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025 ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering EMNLP 2025 Punching Bag vs. Punching Person: Motion Transferability in Videos ICCV 2025 PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models CVPR 2025 Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025 Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning AAAI 2025 RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning EMNLP 2025 Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025