GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation

15 July 2024

Gangshan Wu

Papers citing "GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation"

21 / 21 papers shown

Title
Effective Whole-body Pose Estimation with Two-stages Distillation Zhendong Yang Ailing Zeng Chun Yuan Yu Li 79 172 0 29 Jul 2023
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose Tao Jiang Peng Lu Li Zhang Ning Ma Rui Han Chengqi Lyu Yining Li Kai-xiang Chen 3DH 89 163 0 13 Mar 2023
DistilPose: Tokenized Pose Regression with Heatmap Distillation Suhang Ye Yingyi Zhang Jie Hu Liujuan Cao Shengchuan Zhang Lei Shen Jun Wang Shouhong Ding Rongrong Ji 58 19 0 04 Mar 2023
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 52 48 0 16 Sep 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao ViT 61 524 0 26 Apr 2022
DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders Nicola Garau N. Bisagno Piotr Bródka Nicola Conci 35 27 0 19 Aug 2021
Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation Ailing Zeng Xiao Sun Lei Yang Nanxuan Zhao Minhao Liu Qiang Xu 3DH 50 110 0 16 Aug 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 56 284 0 13 Apr 2021
TFPose: Direct Human Pose Estimation with Transformers Wei Mao Yongtao Ge Chunhua Shen Zhi Tian Xinlong Wang Zhibin Wang ViT 68 85 0 29 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 469 3,678 0 24 Feb 2021
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 176 265 0 28 Dec 2020
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approach Yannick Bukschat Marcus Vetter 34 110 0 09 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 178 4,993 0 08 Oct 2020
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 114 4,024 0 25 Feb 2019
Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose D. Osokin 3DH 42 292 0 29 Nov 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 145 4,957 0 30 Jul 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 113 1,778 0 17 Apr 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 364 26,241 0 05 Sep 2017
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,511 0 24 Nov 2016
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 131 1,536 0 11 Jun 2014
DeepPose: Human Pose Estimation via Deep Neural Networks Alexander Toshev Christian Szegedy 3DH 145 2,762 0 17 Dec 2013