Learning Discriminative Representations for Skeleton Based Action Recognition

7 March 2023

Qingjie Liu

Yunhong Wang

Papers citing "Learning Discriminative Representations for Skeleton Based Action Recognition"

33 / 33 papers shown

Title
MVHumanNet++: A Large-scale Dataset of Multi-view Daily Dressing Human Captures with Richer Annotations for 3D Human Digitization Chenghong Li Hongjie Liao Yihao Zhi Xihe Yang Zhengwentai Sun Jiahao Chang Shuguang Cui Xiaoguang Han 3DH 40 0 0 03 May 2025
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua J. Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 68 0 0 30 Apr 2025
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation Zongye Zhang Wenrui Cai Qingjie Liu Y. Wang 32 0 0 16 Apr 2025
Pose-Aware Weakly-Supervised Action Segmentation Seth Z. Zhao Reza Ghoddoosian Isht Dwivedi Nakul Agarwal Behzad Dariush 26 0 0 08 Apr 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition Hongda Liu Yunlong Wang Min Ren Junxing Hu Zhengquan Luo Guangqi Hou Zhe Sun 48 0 0 24 Feb 2025
FreqMixFormerV2: Lightweight Frequency-aware Mixed Transformer for Human Skeleton Action Recognition Wenhan Wu P. Wang C. L. P. Chen Aidong Lu 34 0 0 31 Dec 2024
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders N. Martinel Mariano Serrao C. Micheloni 64 1 0 29 Nov 2024
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections Youwei Zhou Tianyang Xu Cong Wu Xiaojun Wu J. Kittler 3DH 68 0 0 22 Nov 2024
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition Yang Chen Jingcai Guo Song Guo Dacheng Tao 33 0 0 18 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 42 1 0 16 Nov 2024
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Jun Li Jinying Wu Qiming Li Feifei Guo 16 0 0 31 Aug 2024
Prototype Learning for Micro-gesture Classification Guoliang Chen Fei Wang Kun Li Zhiliang Wu Hehe Fan Yi Yang M. Wang Dan Guo 32 3 0 06 Aug 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 27 0 0 17 Jul 2024
Boosting Adversarial Transferability for Skeleton-based Action Recognition via Exploring the Model Posterior Space Yunfeng Diao Baiqi Wu Ruixuan Zhang Xun Yang Meng Wang He Wang 21 0 0 11 Jul 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 26 0 0 05 Jun 2024
Matrix Manifold Neural Networks++ Xuan Son Nguyen Shuo Yang A. Histace 27 5 0 29 May 2024
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition Zhendong Liu Haifeng Xia Tong Guo Libo Sun Ming Shao Siyu Xia 19 2 0 30 Apr 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 26 4 0 16 Apr 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 32 15 0 31 Mar 2024
GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition Lei Jiang Weixin Yang Xin Zhang Hao Ni 26 1 0 22 Mar 2024
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition Jeonghyeok Do Munchurl Kim ViT 24 0 0 14 Mar 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 22 9 0 07 Feb 2024
Wavelet-Decoupling Contrastive Enhancement Network for Fine-Grained Skeleton-Based Action Recognition Haochen Chang Jing Chen Yilin Li Jixiang Chen Xiaofeng Zhang 16 0 0 03 Feb 2024
Inter-X: Towards Versatile Human-Human Interaction Analysis Liang Xu Xintao Lv Yichao Yan Xin Jin Shuwen Wu ... Fengyun Rao Xingdong Sheng Yunhui Liu Wenjun Zeng Xiaokang Yang 16 6 0 26 Dec 2023
MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures Zhangyang Xiong Chenghong Li Kenkun Liu Hongjie Liao Jianqiao Hu ... Lingteng Qiu Chongjie Wang Shijie Wang Shuguang Cui Xiaoguang Han 3DH 13 3 0 05 Dec 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 27 3 0 19 Oct 2023
MDSC: Towards Evaluating the Style Consistency Between Music and Dance Zixiang Zhou Weiyuan Li Baoyuan Wang 8 1 0 04 Sep 2023
SiT-MLP: A Simple MLP with Point-wise Topology Feature Learning for Skeleton-based Action Recognition Shaojie Zhang Jianqin Yin Yonghao Dang Jiajun Fu 25 3 0 30 Aug 2023
Deep Neural Networks in Video Human Action Recognition: A Review Zihan Wang Yang Yang Zhi Liu Y. Zheng 32 4 0 25 May 2023
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack Yunfeng Diao He-Nan Wang Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg Meng Wang AAML 21 6 0 21 Nov 2022
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 117 230 0 20 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 229 3,029 0 09 Mar 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 16 118 0 14 Feb 2020