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"

50 / 82 papers shown

Title
Dual-stream Transformer-GCN Model with Contextualized Representations Learning for Monocular 3D Human Pose Estimation Mingrui Ye Lianping Yang Hegui Zhu Zenghao Zheng Xin Wang Yantao Lo ViT 31 0 0 02 Apr 2025
AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic Movements Calvin Yeung Tomohiro Suzuki Ryota Tanaka Zhuoer Yin Keisuke Fujii 3DH 60 1 0 10 Mar 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 44 0 0 08 Feb 2025
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation Wanjiang Weng Hongsong Wang Junbo He Lei He Guosen Xie 72 0 0 12 Dec 2024
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition Hanchao Liu Yujiang Li Tai-Jiang Mu Shi-Min Hu 23 0 0 31 Oct 2024
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 17 0 0 27 Oct 2024
Spatial Hierarchy and Temporal Attention Guided Cross Masking for Self-supervised Skeleton-based Action Recognition Xinpeng Yin Wenming Cao 26 0 0 26 Sep 2024
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment Jidong Kuang Hongsong Wang Chaolei Han Jie Gui 16 0 0 22 Sep 2024
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion Lehong Wu Lilang Lin Jiahang Zhang Y. Ma Jiaying Liu DiffM 33 0 0 16 Sep 2024
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL Safwen Naimi W. Bouachir Guillaume-Alexandre Bilodeau ViT 19 3 0 09 Sep 2024
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 16 0 0 15 Jul 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 17 2 0 15 Jun 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 23 0 0 05 Jun 2024
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition Haojun Xu Yanlei Gao Jie Li Xinbo Gao 29 2 0 02 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 16 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 40 2 0 21 May 2024
Unsupervised Work Behavior Pattern Extraction Based on Hierarchical Probabilistic Model Issei Saito Tomoaki Nakamura Toshiyuki Hatta Wataru Fujita Shintaro Watanabe Shotaro Miwa 18 0 0 16 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 26 0 0 08 May 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 26 4 0 16 Apr 2024
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 24 0 0 25 Jan 2024
Skeleton2vec: A Self-supervised Learning Framework with Contextualized Target Representations for Skeleton Sequence Ruizhuo Xu Linzhi Huang Mei Wang Jiani Hu Weihong Deng ViT MedIm 24 0 0 01 Jan 2024
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 20 14 0 04 Dec 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 19 1 0 24 Oct 2023
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data Leiyu Xie Yuxing Yang Zeyu Fu S. M. Naqvi ViT 22 1 0 27 Sep 2023
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision Yiping Wei Kunyu Peng Alina Roitberg Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 10 1 0 21 Sep 2023
Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments Yifei Chen Kunyu Peng Alina Roitberg David Schneider Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 23 0 0 21 Sep 2023
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition Cong Wu Xiaojun Wu Josef Kittler Tianyang Xu Sara Atito Muhammad Awais Zhenhua Feng 22 1 0 11 Sep 2023
LAC: Latent Action Composition for Skeleton-based Action Segmentation Di Yang Yaohui Wang A. Dantcheva Quan Kong Lorenzo Garattoni Gianpiero Francesca F. Brémond 19 3 0 28 Aug 2023
A Co-training Approach for Noisy Time Series Learning Weiqi Zhang Jianfeng Zhang Jia Li Fugee Tsung AI4TS 19 8 0 24 Aug 2023
Masked Motion Predictors are Strong 3D Action Representation Learners Yunyao Mao Jiajun Deng Wen-gang Zhou Yao Fang Wanli Ouyang Houqiang Li 3DPC 10 15 0 14 Aug 2023
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning Jiahang Zhang Lilang Lin Jiaying Liu SSL 10 14 0 08 Aug 2023
Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization Yujie Zhou Wenwen Qiang Anyi Rao Ning Lin Bing-Huang Su Jiaqi Wang 13 12 0 07 Aug 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training Hongfei Yan Y. Liu Yushen Wei Z. Li Guanbin Li Liang Lin 8 22 0 17 Jul 2023
Self-Supervised Video Representation Learning via Latent Time Navigation Di Yang Yaohui Wang Quan Kong A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond SSL AI4TS 22 10 0 10 May 2023
Accessible Instruction-Following Agent Kairui Zhou 20 1 0 08 May 2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding Hezhen Hu Weichao Zhao Wen-gang Zhou Houqiang Li ViT 22 61 0 08 May 2023
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition Sergio Valcarcel Macua Yongqiang Tang Zhizhong Zhang Wensheng Zhang 20 7 0 03 May 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua Wenhan Wu Ce Zheng Aidong Lu Mengyuan Liu C. L. P. Chen Shiqian Wu SSL 89 17 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 9 16 0 18 Apr 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training Tianjiao Li Lin Geng Foo Ping Hu Xindi Shang Hossein Rahmani Zehuan Yuan J. Liu 17 7 0 09 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 13 1 0 08 Apr 2023
Motion-R3: Fast and Accurate Motion Annotation via Representation-based Representativeness Ranking Jubo Yu Tianxiang Ren Shihui Guo Fengyi Fang Kai Wang Zi-Xin Zeng Yazhan Zhang A. Aristidou Yipeng Qin 3DV 16 0 0 04 Apr 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 10 10 0 03 Apr 2023
HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions Anshul B. Shah A. Roy Ketul Shah Shlok Kumar Mishra David W. Jacobs A. Cherian Ramalingam Chellappa SSL 6 25 0 01 Apr 2023
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition Lilang Lin Jiahang Zhang Jiaying Liu 14 21 0 20 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 12 28 0 10 Mar 2023
Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition Yifan Jiang Han Chen Hanseok Ko DiffM 21 3 0 26 Feb 2023
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition S. Guan Xin-Yi Yu Wei Huang Gengfa Fang Haiyan Lu 11 2 0 22 Feb 2023
Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences Yujie Zhou Haodong Duan Anyi Rao Bing-Huang Su Jiaqi Wang ViT SLR 18 33 0 17 Feb 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 14 42 0 05 Feb 2023