Prior-guided Source-free Domain Adaptation for Human Pose Estimation

26 August 2023

Dripta S. Raychaudhuri

Calvin-Khang Ta

Arindam Dutta

Rohit Lal

Amit K. Roy-Chowdhury

TTA

3DH

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Papers citing "Prior-guided Source-free Domain Adaptation for Human Pose Estimation"

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Title
Expanding Accurate Person Recognition to New Altitudes and Ranges: The BRIAR Dataset David Cornett Joel Brogan Nell Barber Deniz Aykac Seth T. Baird ... Matt Yohe Robert Zhang S. Dolvin H. Santos-Villalobos David S. Bolme CVBM 58 63 0 03 Nov 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 77 92 0 27 Jul 2022
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 164 7 0 04 Dec 2021
Cross-domain Imitation from Observations Dripta S. Raychaudhuri S. Paul J. Baar Amit K. Roy-Chowdhury OOD 69 44 0 20 May 2021
Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression Zigang Geng Ke Sun Bin Xiao Zhaoxiang Zhang Jingdong Wang 3DH 94 252 0 06 Apr 2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data Sk. Miraj Ahmed Dripta S. Raychaudhuri S. Paul Samet Oymak Amit K. Roy-Chowdhury 55 132 0 05 Apr 2021
From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Chen Li G. Lee OOD 60 84 0 27 Mar 2021
Regressive Domain Adaptation for Unsupervised Keypoint Detection Junguang Jiang Yifei Ji Ximei Wang Yufeng Liu Jianmin Wang Mingsheng Long 57 69 0 10 Mar 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 341 2,362 0 04 Mar 2021
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 113 1,248 0 20 Feb 2020
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 98 312 0 24 Oct 2019
PifPaf: Composite Fields for Human Pose Estimation S. Kreiss Lorenzo Bertoni Alexandre Alahi 3DH 66 425 0 15 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 131 4,059 0 25 Feb 2019
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 123 1,792 0 17 Apr 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 147 1,546 0 28 Feb 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 241 4,172 0 23 Jan 2018
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 129 1,428 0 20 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 147 3,002 0 08 Nov 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,230 0 20 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,733 0 28 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 265 4,672 0 17 Feb 2017
RMPE: Regional Multi-person Pose Estimation Haoshu Fang Shuqin Xie Yu-Wing Tai Cewu Lu 3DH 135 1,587 0 01 Dec 2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov L. Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele 3DH 74 1,112 0 10 May 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,036 0 22 Mar 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 98 2,748 0 30 Jan 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 383 9,511 0 28 May 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,206 0 10 Feb 2015
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation Jonathan Tompson Arjun Jain Yann LeCun C. Bregler 3DH 141 1,541 0 11 Jun 2014