Video Understanding

Temporal-aware Query Routing for Real-time Video Instance Segmentation ICCV 2025 Temporal Coherent Object Flow for Multi-Object Tracking AAAI 2025 Temporally Grounding Instructional Diagrams in Unconstrained Videos WACV 2025 Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025 TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025 Text-Guided Nonverbal Enhancement Based on Modality-Invariant and -Specific Representations for Video Speaking Style Recognition AAAI 2025 TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection AAAI 2025 The Devil is in Temporal Token: High Quality Video Reasoning Segmentation CVPR 2025 The Devil is in the Spurious Correlations: Boosting Moment Retrieval with Dynamic Learning ICCV 2025 TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision ICCV 2025 TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models ICLR 2025 Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling ICLR 2025 Towards Real-Time Open-Vocabulary Video Instance Segmentation WACV 2025 Towards Safer and Understandable Driver Intention Prediction ICCV 2025 Towards Universal Soccer Video Understanding CVPR 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection CVPR 2025 TRACE: Learning 3D Gaussian Physical Dynamics from Multi-view Videos ICCV 2025 TRACE: Temporal Grounding Video LLM via Causal Event Modeling ICLR 2025 Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline CVPR 2025 Tracktention: Leveraging Point Tracking to Attend Videos Faster and Better CVPR 2025 TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025 Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025 Transparent and Coherent Procedural Mistake Detection EMNLP 2025 TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos ACL 2025