3D Human Action Representation Learning via Cross-View Consistency Pursuit

29 April 2021

Wenjun Zhang

Papers citing "3D Human Action Representation Learning via Cross-View Consistency Pursuit"

32 / 82 papers shown

Title
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 10 38 0 05 Feb 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 10 9 0 27 Jan 2023
Graph Contrastive Learning for Skeleton-based Action Recognition Xiaohui Huang Hao Zhou Jian Wang Haocheng Feng Junyu Han Errui Ding Jingdong Wang Xinggang Wang Wenyu Liu Bin Feng 21 16 0 26 Jan 2023
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning Jianfeng Dong Sheng-li Sun Zhongling Liu Shujie Chen Baolong Liu Xun Wang 20 37 0 05 Dec 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 4 26 0 24 Nov 2022
Contrastive Self-Supervised Learning for Skeleton Representations N. Lingg Miguel Sarabia Luca Zappella B. Theobald SSL 11 0 0 10 Nov 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 15 131 0 12 Oct 2022
Anticipating the Unseen Discrepancy for Vision and Language Navigation Yujie Lu Huiliang Zhang Ping Nie Weixi Feng Wenda Xu X. Wang William Yang Wang 8 1 0 10 Sep 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu C. L. P. Chen Aidong Lu ViT 25 31 0 01 Sep 2022
ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 8 4 0 31 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 17 22 0 26 Aug 2022
Contrastive Positive Mining for Unsupervised 3D Action Representation Learning Haoyuan Zhang Yonghong Hou Wenjing Zhang Wanqing Li SSL 15 21 0 06 Aug 2022
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 8 16 0 06 Aug 2022
Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss Riccardo Franceschini Enrico Fini Cigdem Beyan Alessandro Conti F. Arrigoni Elisa Ricci SSL OffRL 21 16 0 23 Jul 2022
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Qinying Liu Zilei Wang 8 7 0 20 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 9 23 0 20 Jul 2022
Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning Boeun Kim H. Chang Jungho Kim J. Choi ViT 9 32 0 13 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 12 13 0 07 Jul 2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition Razvan Brinzea Bulat Khaertdinov S. Asteriadis SSL HAI 23 13 0 20 May 2022
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance Giancarlo Paoletti Jacopo Cavazza Cigdem Beyan Alessio Del Bue SSL 20 15 0 21 Apr 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 19 9 0 04 Feb 2022
Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning Srijan Das Michael S. Ryoo SSL 9 0 0 07 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 12 17 0 07 Dec 2021
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition Tianyu Guo Hong Liu Zhan Chen Mengyuan Liu Tao Wang Runwei Ding SSL 18 143 0 07 Dec 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 15 31 0 22 Nov 2021
Real-time 3D human action recognition based on Hyperpoint sequence Xing Li Qian Huang Zhijian Wang Zhenjie Hou Tianjin Yang Zhuang Miao 3DH 3DPC 14 10 0 16 Nov 2021
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages Prem Selvaraj Gokul Nc Pratyush Kumar Mitesh Khapra VLM SLR 38 53 0 12 Oct 2021
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 8 38 0 19 Jul 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 22 354 0 22 Dec 2020
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 193 371 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 229 3,029 0 09 Mar 2020
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 202 282 0 01 May 2018