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SSD: Single Shot MultiBox Detector
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2016
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Wei Liu
Dragomir Anguelov
Dumitru Erhan
Christian Szegedy
Scott Reed
Cheng-Yang Fu
Alexander C. Berg
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6
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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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5
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Stacked Hourglass Networks for Human Pose Estimation
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2016
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Alejandro Newell
Kaiyu Yang
Jia Deng
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5
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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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4
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DeepPose: Human Pose Estimation via Deep Neural Networks
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2014
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Alexander Toshev
Christian Szegedy
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4
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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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4
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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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4
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Human Pose Estimation via Convolutional Part Heatmap Regression
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2016
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Adrian Bulat
Georgios Tzimiropoulos
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4
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DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation
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2016
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Leonid Pishchulin
Eldar Insafutdinov
Siyu Tang
Bjoern Andres
Mykhaylo Andriluka
Peter Gehler
Bernt Schiele
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3
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VNect
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2017
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Dushyant Mehta
Srinath Sridhar
Oleksandr Sotnychenko
Helge Rhodin
Mohammad Shafiei
Hans‐Peter Seidel
Weipeng Xu
Dan Casas
Christian Theobalt
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3
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First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations
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2018
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Guillermo Garcia-Hernando
Shanxin Yuan
Seungryul Baek
Tae‐Kyun Kim
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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
Gül Varol
Dimitrios Tzionas
Igor Kalevatykh
Michael J. Black
Ivan Laptev
Cordelia Schmid
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3
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Efficient object localization using Convolutional Networks
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2015
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Jonathan Tompson
Ross Goroshin
Arjun Jain
Yann LeCun
Christoph Bregler
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3
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Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations
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2014
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Xianjie Chen
Alan Yuille
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3
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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3
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Flowing ConvNets for Human Pose Estimation in Videos
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2015
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Tomas Pfister
James Charles
Andrew Zisserman
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3
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Resolving 3D Human Pose Ambiguities With 3D Scene Constraints
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2019
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Mohamed S. Hassan
Vasileios Choutas
Dimitrios Tzionas
Michael J. Black
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3
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H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions
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2019
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Bugra Tekin
Federica Bogo
Marc Pollefeys
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3
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Very Deep Convolutional Networks for Large-Scale Image Recognition
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2014
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Karen Simonyan
Andrew Zisserman
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3
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Real-Time Joint Tracking of a Hand Manipulating an Object from RGB-D Input
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2016
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Srinath Sridhar
Franziska Mueller
Michael Zollhöfer
Dan Casas
Antti Oulasvirta
Christian Theobalt
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3
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Multi-person Pose Estimation with Local Joint-to-Person Associations
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2016
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Umar Iqbal
Jüergen Gall
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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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Recurrent Human Pose Estimation
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2017
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Vasileios Belagiannis
Andrew Zisserman
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3
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Towards Accurate Multi-person Pose Estimation in the Wild
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2017
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George Papandreou
Tyler Zhu
Nori Kanazawa
Alexander Toshev
Jonathan Tompson
Chris Bregler
Kevin Murphy
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3
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Capturing Hands in Action Using Discriminative Salient Points and Physics Simulation
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2016
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Dimitrios Tzionas
Luca Ballan
Abhilash Srikantha
Pablo Aponte
Marc Pollefeys
Jüergen Gall
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3
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Photo Wake-Up: 3D Character Animation From a Single Photo
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2019
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Chung-Yi Weng
Brian Curless
Ira Kemelmacher-Shlizerman
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3
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DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model
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2016
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Eldar Insafutdinov
Leonid Pishchulin
Bjoern Andres
Mykhaylo Andriluka
Bernt Schiele
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3
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PDF
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Global Hypothesis Generation for 6D Object Pose Estimation
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2017
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Frank Michel
Alexander Kirillov
Eric Brachmann
Alexander Krull
Stefan Gumhold
Bogdan Savchynskyy
Carsten Rother
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2
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MVSNet: Depth Inference for Unstructured Multi-view Stereo
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2018
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Yao Yao
Zixin Luo
Shiwei Li
Tian Fang
Long Quan
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2
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Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields
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2017
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Zhe Cao
Tomas Simon
Shih-En Wei
Yaser Sheikh
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2
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PDF
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Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
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2017
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Jonathan Huang
Vivek Rathod
Chen Sun
Menglong Zhu
Anoop Korattikara
Alireza Fathi
Ian Fischer
Zbigniew Wojna
Yang Song
Sergio Guadarrama
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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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Optical Flow Estimation Using a Spatial Pyramid Network
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2017
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Anurag Ranjan
Michael J. Black
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2
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Unsupervised Monocular Depth Estimation with Left-Right Consistency
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2017
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Clément Godard
Oisin Mac Aodha
Gabriel Brostow
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2
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Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
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2014
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David Eigen
Christian Puhrsch
Rob Fergus
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2
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Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction
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2019
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Osama Makansi
Eddy Ilg
Özgün Çiçek
Thomas Brox
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2
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Social force model for pedestrian dynamics
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1995
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Dirk Helbing
Péter Molnár
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2
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Recurrent Network Models for Human Dynamics
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2015
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Katerina Fragkiadaki
Sergey Levine
Panna Felsen
Jitendra Malik
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2
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SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints
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2019
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Amir Sadeghian
Vineet Kosaraju
Ali Sadeghian
Noriaki Hirose
Hamid Rezatofighi
Silvio Savarese
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2
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PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model
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2018
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George Papandreou
Tyler Zhu
Liang-Chieh Chen
Spyros Gidaris
Jonathan Tompson
Kevin Murphy
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2
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Learning to Forecast and Refine Residual Motion for Image-to-Video Generation
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2018
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L. Zhao
Xi Peng
Yu Tian
Mubbasir Kapadia
Dimitris Metaxas
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2
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Learning Feature Pyramids for Human Pose Estimation
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2017
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Wei Yang
Shuang Li
Wanli Ouyang
Hongsheng Li
Xiaogang Wang
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2
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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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2
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DF-Net: Unsupervised Joint Learning of Depth and Flow Using Cross-Task Consistency
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2018
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Yuliang Zou
Zelun Luo
Jia‐Bin Huang
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2
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ArtTrack: Articulated Multi-Person Tracking in the Wild
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2017
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Eldar Insafutdinov
Mykhaylo Andriluka
Leonid Pishchulin
Siyu Tang
Evgeny Levinkov
Bjoern Andres
Bernt Schiele
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2
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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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2
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PDF
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Unsupervised Learning of Depth and Ego-Motion from Video
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2017
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Tinghui Zhou
Matthew Brown
Noah Snavely
David Lowe
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2
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Deep appearance models for face rendering
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2018
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Stephen Lombardi
Jason Saragih
Tomas Simon
Yaser Sheikh
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2
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PDF
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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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SfM-Net: Learning of Structure and Motion from Video
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2017
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Sudheendra Vijayanarasimhan
Susanna Ricco
Cordelia Schmid
Rahul Sukthankar
Katerina Fragkiadaki
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2
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