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Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image
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2016
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Federica Bogo
Angjoo Kanazawa
Christoph Lassner
Peter Gehler
Javier Romero
Michael J. Black
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3
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End-to-End Recovery of Human Shape and Pose
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2018
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Angjoo Kanazawa
Michael J. Black
David W. Jacobs
Jitendra Malik
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3
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AMASS: Archive of Motion Capture As Surface Shapes
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2019
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Naureen Mahmood
Nima Ghorbani
Nikolaus F. Troje
Gerard PonsâMoll
Michael J. Black
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3
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Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
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2019
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Georgios Pavlakos
Vasileios Choutas
Nima Ghorbani
Timo Bolkart
Ahmed A. A. Osman
Dimitrios Tzionas
Michael J. Black
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3
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Learnable Triangulation of Human Pose
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2019
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Karim Iskakov
Egor Burkov
Victor Lempitsky
Yury Malkov
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2
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Monocular 3D Human Pose Estimation in the Wild Using Improved CNN Supervision
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2017
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Dushyant Mehta
Helge Rhodin
Dan Casas
Pascal Fua
Oleksandr Sotnychenko
Weipeng Xu
Christian Theobalt
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2
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Learning the Depths of Moving People by Watching Frozen People
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2019
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Zhengqi Li
Tali Dekel
Forrester Cole
Richard Tucker
Noah Snavely
Ce Liu
William T. Freeman
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2
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Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation
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2020
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Matteo Fabbri
Fabio Lanzi
Simone Calderara
Stefano Alletto
Rita Cucchiara
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2
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Convolutional Mesh Regression for Single-Image Human Shape Reconstruction
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2019
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Nikos Kolotouros
Georgios Pavlakos
Kostas Daniilidis
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2
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On the Continuity of Rotation Representations in Neural Networks
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2019
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Yi Zhou
Connelly Barnes
Jingwan Lu
Shuicheng Yan
Hao Li
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2
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Multi-view Human Pose and Shape Estimation Using Learnable Volumetric Aggregation
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2020
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Soyong Shin
Eni Halilaj
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2
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Generating 3D Faces Using Convolutional Mesh Autoencoders
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2018
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Anurag Ranjan
Timo Bolkart
Soubhik Sanyal
Michael J. Black
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2
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Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop
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2019
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Nikos Kolotouros
Georgios Pavlakos
Michael J. Black
Kostas Daniilidis
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2
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Integral Human Pose Regression
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2018
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Xiao Sun
Bin Xiao
Fangyin Wei
Shuang Liang
Yichen Wei
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2
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End-to-End Human Pose and Mesh Reconstruction with Transformers
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2021
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Kevin Lin
Lijuan Wang
Zicheng Liu
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2
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Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry
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2019
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Muhammed Kocabas
Salih Karagoz
Emre AkbaĆ
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1
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Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation
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2019
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Hao Zhu
Xinxin Zuo
Sen Wang
Xun Cao
Ruigang Yang
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1
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Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
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2015
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Alec Radford
Luke Metz
Soumith Chintala
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1
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Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations
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2017
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Georgios Pavlakos
Xiaowei Zhou
Konstantinos G. Derpanis
Kostas Daniilidis
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1
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Convolutional Pose Machines
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2016
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Shih-En Wei
Varun Ramakrishna
Takeo Kanade
Yaser Sheikh
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1
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Learning 3D Human Dynamics From Video
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2019
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Angjoo Kanazawa
Jason Zhang
Panna Felsen
Jitendra Malik
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1
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Cross View Fusion for 3D Human Pose Estimation
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2019
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Haibo Qiu
Chunyu Wang
Jingdong Wang
Naiyan Wang
Wenjun Zeng
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1
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Human Mesh Recovery From Monocular Images via a Skeleton-Disentangled Representation
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2019
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Yu Sun
Yun Ye
Wu Liu
Wenpeng Gao
Yili Fu
Tao Mei
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1
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DeepCap: Monocular Human Performance Capture Using Weak Supervision
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2020
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Marc Habermann
Weipeng Xu
Michael Zollhöfer
Gerard PonsâMoll
Christian Theobalt
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1
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Deep High-Resolution Representation Learning for Visual Recognition
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2020
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Jingdong Wang
Ke Sun
Tianheng Cheng
Borui Jiang
Chaorui Deng
Yang Zhao
Dong Liu
Yadong Mu
Mingkui Tan
Xinggang Wang
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1
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VIBE: Video Inference for Human Body Pose and Shape Estimation
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2020
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Muhammed Kocabas
Nikos Athanasiou
Michael J. Black
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1
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How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks)
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2017
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Adrian Bulat
Georgios Tzimiropoulos
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1
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I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image
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2020
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Gyeongsik Moon
Kyoung Mu Lee
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1
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Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose
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2020
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Hongsuk Choi
Gyeongsik Moon
Kyoung Mu Lee
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1
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3D Human Motion Estimation via Motion Compression and Refinement
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2021
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Zhengyi Luo
S. Alireza Golestaneh
Kris Kitani
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1
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SMPLy Benchmarking 3D Human Pose Estimation in the Wild
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2020
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Vincent Leroy
Philippe Weinzaepfel
Romain Brégier
Hadrien Combaluzier
Grégory Rogez
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1
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We are More than Our Joints: Predicting how 3D Bodies Move
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2021
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Yan Zhang
Michael J. Black
Siyu Tang
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1
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Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation
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2021
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Zhengxiong Luo
Zhicheng Wang
Yan Huang
Liang Wang
Tieniu Tan
Erjin Zhou
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1
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Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
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2021
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Hongsuk Choi
Gyeongsik Moon
Ju Yong Chang
Kyoung Mu Lee
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1
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Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans
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2021
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Sida Peng
Yuanqing Zhang
Yinghao Xu
Qianqian Wang
Qing Shuai
Hujun Bao
Xiaowei Zhou
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1
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Detailed Avatar Recovery From Single Image
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2021
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Hao Zhu
Xinxin Zuo
Haotian Yang
Sen Wang
Xun Cao
Ruigang Yang
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1
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Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
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2021
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Size Wu
Sheng Jin
Wentao Liu
Lei Bai
Chen Qian
Dong Liu
Wanli Ouyang
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1
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Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras
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2021
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Yuxiang Zhang
Zhe Li
Liang An
Mengcheng Li
Tao Yu
Yebin Liu
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1
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DeepMultiCap: Performance Capture of Multiple Characters Using Sparse Multiview Cameras
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2021
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Yang Zheng
Ruizhi Shao
Yuxiang Zhang
Tao Yu
Zerong Zheng
Qionghai Dai
Yebin Liu
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1
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AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation
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2022
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Nitin Saini
Elia Bonetto
Eric Price
Aamir Ahmad
Michael J. Black
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1
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Scheduled denoising autoencoders
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2014
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Krzysztof J. Geras
Charles Sutton
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1
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A generalizable approach for multi-view 3D human pose regression
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2018
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Abdolrahim Kadkhodamohammadi
Nicolas Padoy
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1
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Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes
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2022
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Hongsuk Choi
Gyeongsik Moon
JoonKyu Park
Kyoung Mu Lee
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1
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A Compact Formula for the Derivative of a 3-D Rotation in Exponential Coordinates
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2014
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Guillermo Gallego
Anthony Yezzi
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1
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Learnable Human Mesh Triangulation for 3D Human Pose and Shape Estimation
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2023
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Sung-Ho Chun
Sungbum Park
Ju Yong Chang
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1
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Learning Phrase Representations using RNN EncoderâDecoder for Statistical Machine Translation
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2014
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Kyunghyun Cho
Bart van Merriënboer
Ăaǧlar GĂŒlçehre
Dzmitry Bahdanau
Fethi Bougares
Holger Schwenk
Yoshua Bengio
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1
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Deep Residual Learning for Image Recognition
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2016
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Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
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1
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Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose
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2017
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Georgios Pavlakos
Xiaowei Zhou
Konstantinos G. Derpanis
Kostas Daniilidis
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1
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A Simple Yet Effective Baseline for 3d Human Pose Estimation
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2017
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Julieta MartĂnez
Rayat Hossain
Javier Romero
James J. Little
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1
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Towards Accurate Markerless Human Shape and Pose Estimation over Time
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2017
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Yinghao Huang
Federica Bogo
Christoph Classner
Angjoo Kanazawa
Peter Gehler
Ijaz Akhter
Michael J. Black
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1
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