Video Understanding

Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline IJCAI 2025 SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videos IJCAI 2025 Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field Rendering CVPR 2025 SpatialTrackerV2: Advancing 3D Point Tracking with Explicit Camera Motion ICCV 2025 Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising AAAI 2025 SpatioTemporal Learning for Human Pose Estimation in Sparsely-Labeled Videos AAAI 2025 SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) Complexity ICML 2025 StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos EMNLP 2025 Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025 STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing WACV 2025 STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding CVPR 2025 STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding CVPR 2025 Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025 StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition ICCV 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025 Synchronization of Multiple Videos ICCV 2025 SyncVP: Joint Diffusion for Synchronous Multi-Modal Video Prediction CVPR 2025 TACO: Taming Diffusion for in-the-wild Video Amodal Completion ICCV 2025 Task-Specific Information Decomposition for End-to-End Dense Video Captioning ACL 2025 TC-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation ACL 2025 TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting AAAI 2025 TemCoCo: Temporally Consistent Multi-modal Video Fusion with Visual-Semantic Collaboration ICCV 2025 Temporal Action Detection Model Compression by Progressive Block Drop CVPR 2025 Temporal Action Localization with Cross Layer Task Decoupling and Refinement AAAI 2025 Temporal Alignment-Free Video Matching for Few-shot Action Recognition CVPR 2025