UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition

19 July 2021

Papers citing "UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition"

28 / 28 papers shown

Title
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 46 0 0 03 Apr 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 152 1 0 08 Feb 2025
AM Flow: Adapters for Temporal Processing in Action Recognition Tanay Agrawal Abid Ali A. Dantcheva François Brémond 39 0 0 04 Nov 2024
Are Visual-Language Models Effective in Action Recognition? A Comparative Study Mahmoud Ali Di Yang François Brémond VLM 53 0 0 22 Oct 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 34 4 0 16 Apr 2024
Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos S. Chaudhuri Saumik Bhattacharya Mamba 37 9 0 11 Apr 2024
PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos Yufei Zhang Jeffrey O. Kephart Zijun Cui Qiang Ji ViT 40 6 0 05 Apr 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 38 16 0 31 Mar 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 41 14 0 04 Dec 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 35 1 0 20 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 42 9 0 28 Aug 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 49 10 0 10 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 30 16 0 18 Apr 2023
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 24 8 0 29 Dec 2022
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 35 24 0 12 Dec 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 28 97 0 14 Oct 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 34 141 0 12 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 32 42 0 12 Oct 2022
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 52 27 0 06 Oct 2022
Topic Detection in Continuous Sign Language Videos Álvaro Budria Laia Tarrés Gerard I. Gállego Francesc Moreno-Noguer Jordi Torres Xavier Giró-i-Nieto SLR VLM 47 1 0 01 Sep 2022
ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 22 8 0 31 Aug 2022
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Qinying Liu Zilei Wang 20 9 0 20 Jul 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 21 33 0 04 Feb 2022
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
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
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Runwei Ding Mengyuan Liu Pichao Wang Wenming Yang ViT 25 189 0 26 Mar 2021
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation Yaohui Wang F. Brémond A. Dantcheva VGen GAN 147 25 0 08 Jan 2021
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 119 287 0 20 Oct 2020