CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators

27 May 2024

Papers citing "CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators"

37 / 87 papers shown

Title
HuMoR: 3D Human Motion Model for Robust Pose Estimation Davis Rempe Tolga Birdal Aaron Hertzmann Jimei Yang Srinath Sridhar Leonidas Guibas 3DH 75 316 0 10 May 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Tianhan Xu W. Takano 3DH 53 209 0 30 Mar 2021
Context Modeling in 3D Human Pose Estimation: A Unified Perspective Xiaoxuan Ma Jiajun Su Chunyu Wang Hai Ci Yizhou Wang 3DH 62 67 0 29 Mar 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 61 194 0 26 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 112 452 0 18 Mar 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 334 55 0 17 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 294 6,409 0 26 Nov 2020
Robots of the Lost Arc: Self-Supervised Learning to Dynamically Manipulate Fixed-Endpoint Cables Harry Zhang Jeffrey Ichnowski Daniel Seita Jonathan Wang Huang Huang Ken Goldberg 50 44 0 10 Nov 2020
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data Benjamin Biggs Sébastien Ehrhardt Hanbyul Joo Benjamin Graham Andrea Vedaldi David Novotny 3DH 62 68 0 02 Nov 2020
GraphMDN: Leveraging graph structure and deep learning to solve inverse problems Tuomas P. Oikarinen Daniel C. Hannah Sohrob Kazerounian BDL GNN 61 29 0 26 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 213 7,294 0 06 Oct 2020
6-DoF Grasp Planning using Fast 3D Reconstruction and Grasp Quality CNN Yahav Avigal Samuel Paradis Harry Zhang 41 23 0 18 Sep 2020
Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses Chen Li Gim Hee Lee 3DH 79 31 0 13 Aug 2020
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach Ailing Zeng Xiao Sun Fuyang Huang Minhao Liu Qiang Xu Stephen Lin 65 181 0 18 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 498 17,888 0 19 Jun 2020
Improved Techniques for Training Score-Based Generative Models Yang Song Stefano Ermon DiffM 201 1,145 0 16 Jun 2020
Fast Differentiable Sorting and Ranking Mathieu Blondel O. Teboul Quentin Berthet Josip Djolonga 153 231 0 20 Feb 2020
Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities K. Sim F. Beaufays Arnaud Benard Dhruv Guliani Andreas Kabel ... P. Zadrazil Harry Zhang Leif T. Johnson Giovanni Motta Lillian Zhou 54 83 0 14 Dec 2019
VIBE: Video Inference for Human Body Pose and Shape Estimation Muhammed Kocabas Nikos Athanasiou Michael J. Black 3DH 67 923 0 11 Dec 2019
Differentiable Ranks and Sorting using Optimal Transport Marco Cuturi O. Teboul Jean-Philippe Vert OT 69 158 0 28 May 2019
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network Chen Li Gim Hee Lee 3DH 42 206 0 11 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas 3DH 81 508 0 06 Apr 2019
Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking Saurabh Sharma Pavan Teja Varigonda Prashast Bindal Abhishek Sharma Arjun Jain 3DH 57 154 0 02 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 120 4,042 0 25 Feb 2019
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 48 1,010 0 28 Nov 2018
Integral Human Pose Regression Xiao Sun Bin Xiao Fangyin Wei Shuang Liang Yichen Wei 3DH 78 804 0 22 Nov 2017
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 123 1,426 0 20 Nov 2017
A simple yet effective baseline for 3d human pose estimation Julieta Martinez Rayat Hossain Javier Romero James J. Little 3DH 99 1,313 0 08 May 2017
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach Xingyi Zhou Qi-Xing Huang Xiao Sun Xiangyang Xue Yichen Wei 3DH 83 570 0 08 Apr 2017
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt 3DH 94 1,073 0 29 Nov 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 147 6,528 0 24 Nov 2016
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis 3DH 93 885 0 23 Nov 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 115 5,024 0 22 Mar 2016
Direct Prediction of 3D Body Poses from Motion Compensated Sequences Bugra Tekin Artem Rozantsev Vincent Lepetit Pascal Fua 3DH 59 206 0 20 Nov 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 255 6,887 0 12 Mar 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 375 43,524 0 01 May 2014
A tutorial on conformal prediction Glenn Shafer V. Vovk 397 1,135 0 21 Jun 2007