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Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton
  Based Action Recognition

Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition

IEEE transactions on multimedia (TMM), 2020
14 November 2020
Shihao Xu
Haocong Rao
Xiping Hu
Bin Hu
    SSL
ArXiv (abs)PDFHTMLGithub (3★)

Papers citing "Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition"

26 / 26 papers shown
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action Recognition
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action RecognitionIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2025
Shanaka Ramesh Gunasekara
Wanqing Li
P. Ogunbona
Jack Yang
254
3
0
29 May 2025
Recovering Complete Actions for Cross-dataset Skeleton Action
  Recognition
Recovering Complete Actions for Cross-dataset Skeleton Action RecognitionNeural Information Processing Systems (NeurIPS), 2024
Hanchao Liu
Yujiang Li
Tai-Jiang Mu
Shi-Min Hu
327
3
0
31 Oct 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond
Jiahang Zhang
Lilang Lin
Shuai Yang
Jiaying Liu
SSL
570
0
0
05 Jun 2024
Vision-Language Meets the Skeleton: Progressively Distillation with
  Cross-Modal Knowledge for 3D Action Representation Learning
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learning
Yang Chen
Tian He
Junfeng Fu
Ling Wang
Jingcai Guo
Hong Cheng
VLM
241
7
0
31 May 2024
Unsupervised Spatial-Temporal Feature Enrichment and Fidelity
  Preservation Network for Skeleton based Action Recognition
Unsupervised Spatial-Temporal Feature Enrichment and Fidelity Preservation Network for Skeleton based Action Recognition
Chuankun Li
Shuai Li
Yanbo Gao
Ping Chen
Jian Li
Wanqing Li
393
2
0
25 Jan 2024
I$^2$MD: 3D Action Representation Learning with Inter- and Intra-modal
  Mutual Distillation
I2^22MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation
Yunyao Mao
Jiajun Deng
Wen-gang Zhou
Zhenbo Lu
Wanli Ouyang
Houqiang Li
VLM
313
0
0
24 Oct 2023
SCD-Net: Spatiotemporal Clues Disentanglement Network for
  Self-supervised Skeleton-based Action Recognition
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2023
Cong Wu
Xiaojun Wu
Josef Kittler
Tianyang Xu
Sara Atito
Muhammad Awais
Zhenhua Feng
392
27
0
11 Sep 2023
Joint Adversarial and Collaborative Learning for Self-Supervised Action
  Recognition
Joint Adversarial and Collaborative Learning for Self-Supervised Action RecognitionIEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2023
Tianyu Guo
Mengyuan Liu
Hong Liu
Shuheng Zhou
Jingwen Guo
Taoyue Wang
Yidi Li
266
0
0
15 Jul 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud
  Colorization
Self-Supervised 3D Action Representation Learning with Skeleton Cloud ColorizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Siyuan Yang
Jun Liu
Shijian Lu
Er Meng Hwa
Yongjian Hu
Alex C. Kot
3DPC3DH
370
32
0
18 Apr 2023
Attack is Good Augmentation: Towards Skeleton-Contrastive Representation
  Learning
Attack is Good Augmentation: Towards Skeleton-Contrastive Representation Learning
Binqian Xu
Xiangbo Shu
Rui Yan
Guosen Xie
Yixiao Ge
Mike Zheng Shou
AAML
235
1
0
08 Apr 2023
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action
  Recognition
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2023
S. Guan
Xin-Yi Yu
Wei Huang
Gengfa Fang
Haiyan Lu
302
17
0
22 Feb 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised
  Skeleton-based Action Recognition
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition
Binqian Xu
Xiangbo Shu
279
48
0
05 Feb 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for
  Semi-Supervised Skeleton-based Action Recognition
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action RecognitionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Binqian Xu
Xiangbo Shu
261
73
0
05 Feb 2023
Skeleton-based Action Recognition through Contrasting Two-Stream
  Spatial-Temporal Networks
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal NetworksIEEE transactions on multimedia (IEEE TMM), 2023
Chen Pang
Xuequan Lu
Lei Lyu
283
34
0
27 Jan 2023
Hierarchical Contrast for Unsupervised Skeleton-based Action
  Representation Learning
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2022
Jianfeng Dong
Sheng-li Sun
Zhongling Liu
Shujie Chen
Baolong Liu
Xun Wang
320
70
0
05 Dec 2022
Pose Uncertainty Aware Movement Synchrony Estimation via
  Spatial-Temporal Graph Transformer
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph TransformerInternational Conference on Multimodal Interaction (ICMI), 2022
Jicheng Li
Anjana Bhat
R. Barmaki
ViT
204
6
0
01 Aug 2022
Collaborating Domain-shared and Target-specific Feature Clustering for
  Cross-domain 3D Action Recognition
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action RecognitionEuropean Conference on Computer Vision (ECCV), 2022
Qinying Liu
Zilei Wang
232
11
0
20 Jul 2022
Global-local Motion Transformer for Unsupervised Skeleton-based Action
  Learning
Global-local Motion Transformer for Unsupervised Skeleton-based Action LearningEuropean Conference on Computer Vision (ECCV), 2022
Boeun Kim
H. Chang
Jungho Kim
J. Choi
ViT
262
73
0
13 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for
  Self-Supervised Skeleton-Based Action Recognition
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
292
29
0
07 Jul 2022
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and
  Self-Supervised Viewpoints Invariance
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints InvarianceBritish Machine Vision Conference (BMVC), 2022
Giancarlo Paoletti
Jacopo Cavazza
Cigdem Beyan
Alessio Del Bue
SSL
198
21
0
21 Apr 2022
Bootstrapped Representation Learning for Skeleton-Based Action
  Recognition
Bootstrapped Representation Learning for Skeleton-Based Action Recognition
Olivier Moliner
Sangxia Huang
Kalle Åström
SSL
287
17
0
04 Feb 2022
Contrastive Learning from Extremely Augmented Skeleton Sequences for
  Self-supervised Action Recognition
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
325
198
0
07 Dec 2021
Contrast-reconstruction Representation Learning for Self-supervised
  Skeleton-based Action Recognition
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action RecognitionIEEE Transactions on Image Processing (TIP), 2021
Peng Wang
Jun Wen
Chenyang Si
Y. Qian
Liang Wang
SSL
249
53
0
22 Nov 2021
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.5K
4,857
0
17 Jun 2020
Emotion Recognition From Gait Analyses: Current Research and Future
  Directions
Emotion Recognition From Gait Analyses: Current Research and Future DirectionsIEEE Transactions on Computational Social Systems (TCSS), 2020
Shihao Xu
Jing Fang
Xiping Hu
Edith C. H. Ngai
Wei Wang
Yi Guo
Victor C. M. Leung
CVBM
368
51
0
13 Mar 2020
Billion-scale similarity search with GPUs
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
1.3K
4,945
0
28 Feb 2017
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