Action Recognition

SMV-EAR: Bring Spatiotemporal Multi-View Representation Learning into Efficient Event-Based Action Recognition CVPR 2026 SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026 Spectral Scalpel: Amplifying Adjacent Action Discrepancy via Frequency-Selective Filtering for Skeleton-Based Action Segmentation CVPR 2026 STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences WACV 2026 StegaVAR: Privacy-Preserving Video Action Recognition via Steganographic Domain Analysis AAAI 2026 Structured Context Learning for Generic Event Boundary Detection WACV 2026 Task-Specific Distance Correlation Matching for Few-Shot Action Recognition AAAI 2026 Test-time Ego-Exo-centric Adaptation for Action Anticipation via Multi-Label Prototype Growing and Dual-Clue Consistency CVPR 2026 TF-CADE: Foreground-Concentrated Text-Video Alignment for Zero-Shot Temporal Action Detection CVPR 2026 Timestamp Query Transformer for Temporal Action Segmentation WACV 2026 Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization ACL 2026 TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition CVPR 2026 VideoNet: A Large-Scale Dataset for Domain-Specific Action Recognition CVPR 2026 View-aware Cross-modal Distillation for Multi-view Action Recognition WACV 2026 What-Meets-Where: Unified Learning of Action and Contact Localization in Images AAAI 2026 Whole-Field Action Sensing via Wearable Single-Channel EMG Sensors and Resource-Efficient Motion Network AAAI 2026 $F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos ICLR 2025 3D-aware Select, Expand, and Squeeze Token for Aerial Action Recognition AAAI 2025 Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025 ActionDiffusion: An Action-Aware Diffusion Model for Procedure Planning in Instructional Videos WACV 2025 Action Dubber: Timing Audible Actions via Inflectional Flow ICML 2025 Action Sequence Augmentation for Action Anticipation ICLR 2025 Adapting Pre-trained 3D Models for Point Cloud Video Understanding via Cross-frame Spatio-temporal Perception CVPR 2025 Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections ICCV 2025 Aligning Moments in Time using Video Queries ICCV 2025