Video Understanding

Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers CVPR 2025 AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification CVPR 2025 AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction ICCV 2025 AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM CVPR 2025 Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation AAAI 2025 Aligning Moments in Time using Video Queries ICCV 2025 Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025 ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction WACV 2025 A Multimodal AI Dialogue System for Unified Document, Visual, and Audio Interaction IJCAI 2025 An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025 Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025 Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge ACL 2025 AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration ICML 2025 Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning ICCV 2025 AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark ICLR 2025 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025 AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning CVPR 2025 Background-Aware Moment Detection for Video Moment Retrieval WACV 2025 Balancing Shared and Task-Specific Representations: A Hybrid Approach to Depth-Aware Video Panoptic Segmentation WACV 2025 BASKET: A Large-Scale Video Dataset for Fine-Grained Skill Estimation CVPR 2025 Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection WACV 2025 Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality ICLR 2025 Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025