Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning

5 December 2022

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Papers citing "Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning"

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Title
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 68 37 0 20 Jul 2022
Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning Boeun Kim H. Chang Jungho Kim J. Choi ViT 79 52 0 13 Jul 2022
Unsupervised Temporal Video Grounding with Deep Semantic Clustering Daizong Liu Xiaoye Qu Yinzhen Wang Xing Di Kai Zou Yu Cheng Zichuan Xu Pan Zhou 91 51 0 14 Jan 2022
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 86 155 0 07 Dec 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 81 134 0 08 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 107 95 0 04 Aug 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 172 163 0 29 Apr 2021
Progressive Localization Networks for Language-based Moment Localization Qi Zheng Jianfeng Dong Xiaoye Qu Xun Yang Yabing Wang Pan Zhou Baolong Liu Xun Wang 61 33 0 02 Feb 2021
Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Shihao Xu Haocong Rao Xiping Hu Bin Hu SSL 89 52 0 14 Nov 2020
MS $^2$ L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition Lilang Lin Sijie Song Wenhan Yang Jiaying Liu SSL 78 199 0 12 Oct 2020
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition Haocong Rao Shihao Xu Xiping Hu Jun Cheng Bin Hu 94 195 0 01 Aug 2020
Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement Qiang Nie Ziwei Liu Yunhui Liu 3DH DRL 70 70 0 14 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition Chenyang Si Xuecheng Nie Wei Wang Liang Wang Tieniu Tan Jiashi Feng SSL 107 66 0 12 Jul 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 398 18,897 0 13 Feb 2020
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 110 190 0 27 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 216 12,136 0 13 Nov 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 96 1,297 0 12 May 2019
Unsupervised Feature Learning of Human Actions as Trajectories in Pose Embedding Manifold Jogendra Nath Kundu Maharshi Gor P. Uppala R. Venkatesh Babu 83 63 0 06 Dec 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 356 10,369 0 10 Jul 2018
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 167 571 0 24 Mar 2017
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 258 2,497 0 11 Apr 2016