Action Recognition

Recurring the Transformer for Video Action Recognition CVPR 2022 RegionViT: Regional-to-Local Attention for Vision Transformers ICLR 2022 Rethinking Resolution in the Context of Efficient Video Recognition NeurIPS 2022 Revisiting Skeleton-Based Action Recognition CVPR 2022 Searching for Better Spatio-temporal Alignment in Few-Shot Action Recognition NeurIPS 2022 Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity AAAI 2022 Self-Supervised Video Transformer CVPR 2022 Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos CVPR 2022 Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency CVPR 2022 Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022 Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition WACV 2022 SLIC: Self-Supervised Learning With Iterative Clustering for Human Action Videos CVPR 2022 SPAct: Self-Supervised Privacy Preservation for Action Recognition CVPR 2022 Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation CVPR 2022 Spatial-Temporal Transformer for 3D Point Cloud Sequences WACV 2022 Spatio-Temporal Relation Modeling for Few-Shot Action Recognition CVPR 2022 SSCAP: Self-Supervised Co-Occurrence Action Parsing for Unsupervised Temporal Action Segmentation WACV 2022 ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning NeurIPS 2022 SVIP: Sequence VerIfication for Procedures in Videos CVPR 2022 TA2N: Two-Stage Action Alignment Network for Few-Shot Action Recognition AAAI 2022 TAda! Temporally-Adaptive Convolutions for Video Understanding ICLR 2022 Temporal Action Proposal Generation with Background Constraint AAAI 2022 Time Is MattEr: Temporal Self-supervision for Video Transformers ICML 2022 Topology-Aware Convolutional Neural Network for Efficient Skeleton-Based Action Recognition AAAI 2022 Towards Diverse and Natural Scene-Aware 3D Human Motion Synthesis CVPR 2022