Contrastive Learning from Extremely Augmented Skeleton Sequences for
Self-supervised Action Recognition

Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition

7 December 2021

Papers citing "Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition"

16 / 16 papers shown

Title
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition Hongda Liu Yunlong Wang Min Ren Junxing Hu Zhengquan Luo Guangqi Hou Zhe Sun 53 0 0 24 Feb 2025
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 29 0 0 15 Jul 2024
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 31 2 0 31 May 2024
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding Rong Gao Xin Liu Bohao Xing Zitong Yu Björn W. Schuller H. Kalviainen 57 3 0 21 May 2024
DVANet: Disentangling View and Action Features for Multi-View Action Recognition Nyle Siddiqui Praveen Tirupattur Mubarak Shah ViT 29 18 0 10 Dec 2023
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition Qianhui Men Edmond S. L. Ho Hubert P. H. Shum Howard Leung SSL 20 19 0 03 Apr 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 15 55 0 05 Feb 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 30 20 0 27 Jan 2023
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 27 24 0 12 Dec 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 18 46 0 24 Nov 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 26 97 0 14 Oct 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 30 38 0 26 Aug 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 27 13 0 04 Feb 2022
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 188 453 0 29 Apr 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 135 156 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020