Action Recognition

Sign Language Recognition: A Large-Scale Multi-View Dataset and Comprehensive Evaluation WACV 2025 SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025 Similar Modality Enhancement and Action Consistency Learning for Weakly Supervised Temporal Action Localization AAAI 2025 Skeleton-based Action Recognition with Non-linear Dependency Modeling and Hilbert-Schmidt Independence Criterion AAAI 2025 Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation ICCV 2025 SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025 Snakes and Ladders: Two Steps Up for VideoMamba ICCV 2025 SocialGesture: Delving into Multi-person Gesture Understanding CVPR 2025 Sound Bridge: Associating Egocentric and Exocentric Videos via Audio Cues CVPR 2025 Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025 Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos AAAI 2025 Stochastic Human Motion Prediction with Memory of Action Transition and Action Characteristic CVPR 2025 Surgical Flow Masked Autoencoder for Event Recognition MIDL 2025 SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025 TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition CVPR 2025 TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation ICLR 2025 TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation 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 Temporal Rate Reduction Clustering for Human Motion Segmentation ICCV 2025 Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025 Text-Guided Nonverbal Enhancement Based on Modality-Invariant and -Specific Representations for Video Speaking Style Recognition AAAI 2025 The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025 The Role of Video Generation in Enhancing Data-Limited Action Understanding IJCAI 2025 TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation CVPR 2025