video understanding

Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization AAAI 2025 Situational Scene Graph for Structured Human-Centric Situation Understanding WACV 2025 Snakes and Ladders: Two Steps Up for VideoMamba ICCV 2025 Social Genome: Grounded Social Reasoning Abilities of Multimodal Models EMNLP 2025 SocialGesture: Delving into Multi-person Gesture Understanding CVPR 2025 SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025 Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 SpatioTemporal Learning for Human Pose Estimation in Sparsely-Labeled Videos AAAI 2025 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025 SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models ICLR 2025 Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving CVPR 2025 St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World ICCV 2025 Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025 STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding CVPR 2025 Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025 Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge ICLR 2025 SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding ICLR 2025 SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025 Switch-a-View: View Selection Learned from Unlabeled In-the-wild Videos ICCV 2025 TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition CVPR 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-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations AAAI 2025 Temporal Action Detection Model Compression by Progressive Block Drop CVPR 2025