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Single-Shot Multi-person 3D Pose Estimation from Monocular RGB
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2018
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Dushyant Mehta
Oleksandr Sotnychenko
Franziska Mueller
Weipeng Xu
Srinath Sridhar
Gerard PonsâMoll
Christian Theobalt
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5
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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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5
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Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies
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2018
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Hanbyul Joo
Tomas Simon
Yaser Sheikh
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4
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Unite the People: Closing the Loop Between 3D and 2D Human Representations
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2017
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Christoph Lassner
Javier Romero
Martin Kiefel
Federica Bogo
Michael J. Black
Peter Gehler
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4
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Embodied hands
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2017
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Javier Romero
Dimitrios Tzionas
Michael J. Black
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4
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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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3
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Hand Keypoint Detection in Single Images Using Multiview Bootstrapping
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2017
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Tomas Simon
Hanbyul Joo
Iain Matthews
Yaser Sheikh
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3
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Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation Under Hand-Object Interaction
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2020
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Anil Armagan
Guillermo Garcia-Hernando
Seungryul Baek
Shreyas Hampali
Mahdi Rad
Zhaohui Zhang
Shipeng Xie
Mingxiu Chen
Boshen Zhang
Fu Xiong
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3
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Learning Joint Reconstruction of Hands and Manipulated Objects
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2019
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Yana Hasson
GĂŒl Varol
Dimitrios Tzionas
Igor Kalevatykh
Michael J. Black
Ivan Laptev
Cordelia Schmid
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3
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Learning from Synthetic Humans
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2017
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GĂŒl Varol
Javier Romero
Xavier MartĂn
Naureen Mahmood
Michael J. Black
Ivan Laptev
Cordelia Schmid
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3
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Panoptic Studio: A Massively Multiview System for Social Interaction Capture
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2017
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Hanbyul Joo
Tomas Simon
Xulong Li
Hao Liu
Lei Tan
Lin Gui
Sean Banerjee
Timothy Godisart
Bart Nabbe
Iain Matthews
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3
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DeepHuman: 3D Human Reconstruction From a Single Image
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2019
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Zerong Zheng
Tao Yu
Yixuan Wei
Qionghai Dai
Yebin Liu
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3
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HOnnotate: A Method for 3D Annotation of Hand and Object Poses
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2020
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Shreyas Hampali
Mahdi Rad
Markus Oberweger
Vincent Lepetit
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3
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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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3
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SelFlow: Self-Supervised Learning of Optical Flow
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2019
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Pengpeng Liu
Michael R. Lyu
Irwin King
Xu Jia
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2
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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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2
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3D Hand Shape and Pose Estimation From a Single RGB Image
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2019
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Liuhao Ge
Zhou Ren
Yuncheng Li
Zehao Xue
Yingying Wang
Jianfei Cai
Junsong Yuan
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2
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DensePose: Dense Human Pose Estimation in the Wild
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2018
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Rıza Alp GĂŒler
Natalia Neverova
Iasonas Kokkinos
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2
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RMPE: Regional Multi-person Pose Estimation
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2017
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Hao-Shu Fang
Shuqin Xie
YuâWing Tai
Cewu Lu
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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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PyTorch: An Imperative Style, High-Performance Deep Learning Library
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2019
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Adam Paszke
Sam Gross
Francisco Massa
Adam Lerer
James Bradbury
Gregory Chanan
Trevor Killeen
Zeming Lin
Natalia Gimelshein
Luca Antiga
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2
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Cross-Modal Deep Variational Hand Pose Estimation
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2018
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Adrian Spurr
Jie Song
Seonwook Park
Otmar Hilliges
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2
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Facial Landmark Detection: A Literature Survey
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2018
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Yue Wu
Qiang Ji
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2
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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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2
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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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2
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Monocular Total Capture: Posing Face, Body, and Hands in the Wild
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2019
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Donglai Xiang
Hanbyul Joo
Yaser Sheikh
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2
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Convolutional Experts Constrained Local Model for Facial Landmark Detection
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2017
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Amir Zadeh
Tadas BaltruĆĄaitis
LouisâPhilippe Morency
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2
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Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
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2018
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Yao Feng
Fan Wu
Xiaohu Shao
Yanfeng Wang
Xi Zhou
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2
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Learning to Estimate 3D Hand Pose from Single RGB Images
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2017
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Christian Zimmermann
Thomas Brox
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2
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3D Human Pose Estimation = 2D Pose Estimation + Matching
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2017
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Ching-Hang Chen
Deva Ramanan
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2
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Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation
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2018
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Mohamed Omran
Christoph Lassner
Gerard PonsâMoll
Peter Gehler
Bernt Schiele
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2
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Pix2Face: Direct 3D Face Model Estimation
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2017
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Daniel Crispell
Maxim Bazik
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2
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Towards Accurate Marker-Less Human Shape and Pose Estimation over Time
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2017
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Yinghao Huang
Federica Bogo
Christoph Lassner
Angjoo Kanazawa
Peter Gehler
Javier Romero
Ijaz Akhter
Michael J. Black
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2
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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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2
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Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision
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2019
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Soubhik Sanyal
Timo Bolkart
Haiwen Feng
Michael J. Black
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2
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VNect
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2017
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Dushyant Mehta
Srinath Sridhar
Oleksandr Sotnychenko
Helge Rhodin
Mohammad Shafiei
HansâPeter Seidel
Weipeng Xu
Dan Casas
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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MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild
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2016
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Grégory Rogez
Cordelia Schmid
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2
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OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
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2019
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Zhe Cao
Gines Hidalgo
Tomas Simon
Shih-En Wei
Yaser Sheikh
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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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Efficient Video Classification Using Fewer Frames
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2019
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Shweta Bhardwaj
Mukundhan Srinivasan
Mitesh M. Khapra
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2
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GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB
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2018
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Franziska Mueller
Florian Bernard
Oleksandr Sotnychenko
Dushyant Mehta
Srinath Sridhar
Dan Casas
Christian Theobalt
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2
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LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images
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2019
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Grégory Rogez
Philippe Weinzaepfel
Cordelia Schmid
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2
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Unifying distillation and privileged information
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2016
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David LĂłpez-Paz
LĂ©on Bottou
Bernhard Schölkopf
Vladimir Vapnik
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2
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In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations
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2019
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Ikhsanul Habibie
Weipeng Xu
Dushyant Mehta
Gerard PonsâMoll
Christian Theobalt
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2
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BodyNet: Volumetric Inference of 3D Human Body Shapes
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2018
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GĂŒl Varol
Duygu Ceylan
Bryan Russell
Shuicheng Yan
Ersin Yumer
Ivan Laptev
Cordelia Schmid
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2
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Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression
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2017
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Aaron S. Jackson
Adrian Bulat
Vasileios Argyriou
Georgios Tzimiropoulos
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2
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Face Alignment in Full Pose Range: A 3D Total Solution
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2017
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Xiangyu Zhu
Xiaoming Liu
Zhen Lei
Stan Z. Li
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2
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Distilling the Knowledge in a Neural Network
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2015
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Geoffrey E. Hinton
Oriol Vinyals
Jay B. Dean
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2
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Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding
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2019
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Xiaodong Liu
Pengcheng He
Weizhu Chen
Jianfeng Gao
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2
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