Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations

24 November 2022

Lilang Lin

Papers citing "Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations"

22 / 22 papers shown

Title
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation Wanjiang Weng Hongsong Wang Junbo He Lei He Guosen Xie 91 2 0 12 Dec 2024
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition Hanchao Liu Yujiang Li Tai-Jiang Mu Shi-Min Hu 32 0 0 31 Oct 2024
Spatial Hierarchy and Temporal Attention Guided Cross Masking for Self-supervised Skeleton-based Action Recognition Xinpeng Yin Wenming Cao 43 0 0 26 Sep 2024
KAN-HyperpointNet for Point Cloud Sequence-Based 3D Human Action Recognition Zhaoyu Chen Xing Li Qian Huang Qiang Geng Tianjin Yang Shihao Han 3DPC 3DH 32 0 0 14 Sep 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 36 5 0 17 Jul 2024
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
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 43 0 0 05 Jun 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 37 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 Heikki Kälviäinen 57 3 0 21 May 2024
Self-supervised Gait-based Emotion Representation Learning from Selective Strongly Augmented Skeleton Sequences Cheng Song Lu Lu Zhen Ke Long Gao Shuai Ding SLR CVBM 45 0 0 08 May 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 38 16 0 31 Mar 2024
DVANet: Disentangling View and Action Features for Multi-View Action Recognition Nyle Siddiqui Praveen Tirupattur Mubarak Shah ViT 31 18 0 10 Dec 2023
Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action Understanding Shengkai Sun Daizong Liu Jianfeng Dong Xiaoye Qu Junyu Gao Xun Yang Xun Wang Meng Wang OffRL 35 14 0 06 Nov 2023
I $^2$ MD: 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 30 1 0 24 Oct 2023
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient Zhengzhi Lu He-Nan Wang Ziyi Chang Guoan Yang Hubert P. H. Shum AAML 34 10 0 10 Aug 2023
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning Jiahang Zhang Lilang Lin Jiaying Liu SSL 23 15 0 08 Aug 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua Wenhan Wu Ce Zheng Aidong Lu Mengyuan Liu Cheng Chen Shiqian Wu SSL 105 35 0 01 May 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Yongjian Hu Alex C. Kot 3DPC 3DH 33 16 0 18 Apr 2023
Attack is Good Augmentation: Towards Skeleton-Contrastive Representation Learning Binqian Xu Xiangbo Shu Rui Yan Guosen Xie Yixiao Ge Mike Zheng Shou AAML 35 1 0 08 Apr 2023
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 141 156 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 270 3,375 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,354 0 12 Dec 2018