Dushyant Mehta

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All published works

Action	Title	Year	Authors
+ PDF Chat	Simple and Efficient Architectures for Semantic Segmentation	2022	Dushyant Mehta Andrii Skliar Haitam Ben Yahia Shubhankar Borse Fatih Porikli Amirhossein Habibian Tijmen Blankevoort
+	Simple and Efficient Architectures for Semantic Segmentation	2022	Dushyant Mehta Andrii Skliar Haitam Ben Yahia Shubhankar Borse Fatih Porikli Amirhossein Habibian Tijmen Blankevoort
+ PDF Chat	Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces	2021	Bert Moons Parham Noorzad Andrii Skliar Giovanni Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort
+	Learning Speech-driven 3D Conversational Gestures from Video	2021	Ikhsanul Habibie Weipeng Xu Dushyant Mehta Lingjie Liu Hans‐Peter Seidel Gerard Pons‐Moll Mohamed Elgharib Christian Theobalt
+	Learning Speech-driven 3D Conversational Gestures from Video	2021	Ikhsanul Habibie Weipeng Xu Dushyant Mehta Lingjie Liu Hans‐Peter Seidel Gerard Pons‐Moll Mohamed Elgharib Christian Theobalt
+	Neural Re-Rendering of Humans from a Single Image	2021	Kripasindhu Sarkar Dushyant Mehta Weipeng Xu Vladislav Golyanik Christian Theobalt
+	Learning Speech-driven 3D Conversational Gestures from Video	2021	Ikhsanul Habibie Weipeng Xu Dushyant Mehta Lingjie Liu Hans‐Peter Seidel Gerard Pons‐Moll Mohamed Elgharib Christian Theobalt
+	Neural Re-Rendering of Humans from a Single Image	2021	Kripasindhu Sarkar Dushyant Mehta Weipeng Xu Vladislav Golyanik Christian Theobalt
+ PDF Chat	XNect	2020	Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed Elgharib Pascal Fua Hans‐Peter Seidel Helge Rhodin Gerard Pons‐Moll Christian Theobalt
+ PDF Chat	Neural Re-rendering of Humans from a Single Image	2020	Kripasindhu Sarkar Dushyant Mehta Weipeng Xu Vladislav Golyanik Christian Theobalt
+	Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces.	2020	Bert Moons Parham Noorzad Andrii Skliar Giovanni Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort
+	Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces	2020	Bert Moons Parham Noorzad Andrii Skliar Giovanni Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort
+	XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera	2019	Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed Elgharib Pascal Fua Hans‐Peter Seidel Helge Rhodin Gerard Pons‐Moll Christian Theobalt
+ PDF Chat	In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations	2019	Ikhsanul Habibie Weipeng Xu Dushyant Mehta Gerard Pons‐Moll Christian Theobalt
+ PDF Chat	On Implicit Filter Level Sparsity in Convolutional Neural Networks	2019	Dushyant Mehta Kwang In Kim Christian Theobalt
+	In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations	2019	Ikhsanul Habibie Weipeng Xu Dushyant Mehta Gerard Pons‐Moll Christian Theobalt
+	Implicit Filter Sparsification In Convolutional Neural Networks	2019	Dushyant Mehta Kwang In Kim Christian Theobalt
+	In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations	2019	Ikhsanul Habibie Weipeng Xu Dushyant Mehta Gerard Pons‐Moll Christian Theobalt
+	On Implicit Filter Level Sparsity in Convolutional Neural Networks.	2018	Dushyant Mehta Kwang In Kim Christian Theobalt
+ PDF Chat	Single-Shot Multi-person 3D Pose Estimation from Monocular RGB	2018	Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons‐Moll Christian Theobalt
+ PDF Chat	GANerated Hands for Real-Time 3D Hand Tracking from Monocular RGB	2018	Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt
+	On Implicit Filter Level Sparsity in Convolutional Neural Networks	2018	Dushyant Mehta Kwang In Kim Christian Theobalt
+	Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input	2017	Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons‐Moll Christian Theobalt
+	Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB	2017	Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons‐Moll Christian Theobalt
+	GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB	2017	Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt
+ PDF Chat	Real-Time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor	2017	Franziska Mueller Dushyant Mehta Oleksandr Sotnychenko Srinath Sridhar Dan Casas Christian Theobalt
+ PDF Chat	Monocular 3D Human Pose Estimation in the Wild Using Improved CNN Supervision	2017	Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt
+ PDF Chat	Real-Time Hand Tracking Under Occlusion from an Egocentric RGB-D Sensor	2017	Franziska Mueller Dushyant Mehta Oleksandr Sotnychenko Srinath Sridhar Dan Casas Christian Theobalt
+ PDF Chat	VNect	2017	Dushyant Mehta Srinath Sridhar Oleksandr Sotnychenko Helge Rhodin Mohammad Shafiei Hans‐Peter Seidel Weipeng Xu Dan Casas Christian Theobalt
+	MonoPerfCap: Human Performance Capture from Monocular Video	2017	Weipeng Xu Avishek Chatterjee Michael Zollhöfer Helge Rhodin Dushyant Mehta Hans‐Peter Seidel Christian Theobalt
+	Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB	2017	Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons‐Moll Christian Theobalt
+	GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB	2017	Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt
+	Monocular 3D Human Pose Estimation Using Transfer Learning and Improved CNN Supervision	2016	Dushyant Mehta Helge Rhodin Dan Casas Oleksandr Sotnychenko Weipeng Xu Christian Theobalt
+	Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision	2016	Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt
+	Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision	2016	Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt

Common Coauthors

Coauthor	Papers Together
Christian Theobalt	30
Weipeng Xu	21
Oleksandr Sotnychenko	16
Gerard Pons‐Moll	12
Franziska Mueller	11
Dan Casas	10
Helge Rhodin	8
Hans‐Peter Seidel	6
Srinath Sridhar	6
Ikhsanul Habibie	6
Tijmen Blankevoort	5
Andrii Skliar	5
Mohamed Elgharib	5
Pascal Fua	5
Srinath Sridhar	4
Kwang In Kim	4
Chris Lott	3
Parham Noorzad	3
Kripasindhu Sarkar	3
Bert Moons	3
Giovanni Mariani	3
Vladislav Golyanik	3
Lingjie Liu	3
Florian Bernard	3
Haitam Ben Yahia	2
Fatih Porikli	2
Amirhossein Habibian	2
Shubhankar Borse	2
Mohammad Shafiei	1
Avishek Chatterjee	1
Michael Zollhöfer	1
Hans‐Peter Seidel	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	11
+ PDF Chat	Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image	2016	Federica Bogo Angjoo Kanazawa Christoph Lassner Peter Gehler Javier Romero Michael J. Black	8
+ PDF Chat	VNect	2017	Dushyant Mehta Srinath Sridhar Oleksandr Sotnychenko Helge Rhodin Mohammad Shafiei Hans‐Peter Seidel Weipeng Xu Dan Casas Christian Theobalt	7
+ PDF Chat	A Dual-Source Approach for 3D Pose Estimation from a Single Image	2016	Hashim Yasin Umar Iqbal Björn Krüger Andreas Weber⋆ Jüergen Gall	7
+ PDF Chat	EgoCap	2016	Helge Rhodin Christian Richardt Dan Casas Eldar Insafutdinov Mohammad Shafiei Hans‐Peter Seidel Bernt Schiele Christian Theobalt	7
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	6
+ PDF Chat	Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields	2017	Zhe Cao Tomas Simon Shih-En Wei Yaser Sheikh	6
+ PDF Chat	Monocular 3D Human Pose Estimation in the Wild Using Improved CNN Supervision	2017	Dushyant Mehta Helge Rhodin Dan Casas Pascal Fua Oleksandr Sotnychenko Weipeng Xu Christian Theobalt	6
+ PDF Chat	DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation	2016	Leonid Pishchulin Eldar Insafutdinov Siyu Tang Bjoern Andres Mykhaylo Andriluka Peter Gehler Bernt Schiele	6
+ PDF Chat	End-to-End Recovery of Human Shape and Pose	2018	Angjoo Kanazawa Michael J. Black David W. Jacobs Jitendra Malik	6
+ PDF Chat	DeepPose: Human Pose Estimation via Deep Neural Networks	2014	Alexander Toshev Christian Szegedy	5
+	Unsupervised Domain Adaptation by Backpropagation	2014	Yaroslav Ganin Victor Lempitsky	5
+ PDF Chat	Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image	2017	Denis Tomè Chris Russell Lourdes Agapito	5
+ PDF Chat	Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose	2017	Georgios Pavlakos Xiaowei Zhou Konstantinos G. Derpanis Kostas Daniilidis	5
+	Caffe: Convolutional Architecture for Fast Feature Embedding	2014	Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross Girshick Sergio Guadarrama Trevor Darrell	5
+	Structured Prediction of 3D Human Pose with Deep Neural Networks	2016	Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua	5
+	MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild	2016	Grégory Rogez Cordelia Schmid	5
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	5
+ PDF Chat	Synthesizing Training Images for Boosting Human 3D Pose Estimation	2016	Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen‐Or Baoquan Chen	5
+ PDF Chat	3D Human Pose Estimation = 2D Pose Estimation + Matching	2017	Ching-Hang Chen Deva Ramanan	5
+ PDF Chat	Stacked Hourglass Networks for Human Pose Estimation	2016	Alejandro Newell Kaiyu Yang Jia Deng	4
+	Stacked Hourglass Networks for Human Pose Estimation	2016	Alejandro Newell Kaiyu Yang Jia Deng	4
+ PDF Chat	Capturing Hands in Action Using Discriminative Salient Points and Physics Simulation	2016	Dimitrios Tzionas Luca Ballan Abhilash Srikantha Pablo Aponte Marc Pollefeys Jüergen Gall	4
+ PDF Chat	Human Pose Estimation via Convolutional Part Heatmap Regression	2016	Adrian Bulat Georgios Tzimiropoulos	4
+ PDF Chat	Learning from Synthetic Humans	2017	Gül Varol Javier Romero Xavier Martín Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid	4
+	Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation	2015	Sijin Li Weichen Zhang Antoni B. Chan	4
+ PDF Chat	General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues	2016	Helge Rhodin Nadia Robertini Dan Casas Christian Richardt Hans‐Peter Seidel Christian Theobalt	4
+ PDF Chat	Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation	2017	Bugra Tekin Pablo Márquez-Neila Mathieu Salzmann Pascal Fua	4
+ PDF Chat	Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation	2015	Sijin Li Weichen Zhang Antoni B. Chan	4
+ PDF Chat	Fast and robust hand tracking using detection-guided optimization	2015	Srinath Sridhar Franziska Mueller Antti Oulasvirta Christian Theobalt	4
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+ PDF Chat	Robust Estimation of 3D Human Poses from a Single Image	2014	Chunyu Wang Yizhou Wang Zhouchen Lin Alan Yuille Wen Gao	4
+ PDF Chat	Towards 3D Human Pose Estimation in the Wild: A Weakly-Supervised Approach	2017	Xingyi Zhou Qixing Huang Xiao Sun Xiangyang Xue Yichen Wei	4
+	ADADELTA: An Adaptive Learning Rate Method	2012	Matthew D. Zeiler	4
+ PDF Chat	DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model	2016	Eldar Insafutdinov Leonid Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele	4
+ PDF Chat	Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation	2018	Mohamed Omran Christoph Lassner Gerard Pons‐Moll Peter Gehler Bernt Schiele	4
+ PDF Chat	Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation	2016	Qi Ye Shanxin Yuan Tae‐Kyun Kim	4
+	Unsupervised Domain Adaptation by Backpropagation	2014	Yaroslav Ganin Victor Lempitsky	4
+ PDF Chat	A Simple Yet Effective Baseline for 3d Human Pose Estimation	2017	Julieta Martínez Rayat Hossain Javier Romero James J. Little	4
+	Synthesizing Training Images for Boosting Human 3D Pose Estimation	2016	Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen‐Or Baoquan Chen	4
+	Structured Prediction of 3D Human Pose with Deep Neural Networks	2016	Bugra Tekin Isinsu Katircioglu Mathieu Salzmann Vincent Lepetit Pascal Fua	4
+ PDF Chat	Deep Kinematic Pose Regression	2016	Xingyi Zhou Xiao Sun Wei Zhang Shuang Liang Yichen Wei	4
+ PDF Chat	Training a Feedback Loop for Hand Pose Estimation	2015	Markus Oberweger Paul Wohlhart Vincent Lepetit	4
+ PDF Chat	DensePose: Dense Human Pose Estimation in the Wild	2018	Rıza Alp Güler Natalia Neverova Iasonas Kokkinos	4
+	Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video	2015	Xiaowei Zhou Menglong Zhu Spyridon Leonardos Kosta Derpanis Kostas Daniilidis	3
+	Revisiting the Importance of Individual Units in CNNs via Ablation	2018	Bolei Zhou Yiyou Sun David Bau Antonio Torralba	3
+ PDF Chat	3D Human Pose Estimation in the Wild by Adversarial Learning	2018	Wei Yang Wanli Ouyang Xiaolong Wang Jimmy Ren Hongsheng Li Xiaogang Wang	3
+	General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues	2016	Helge Rhodin Nadia Robertini Dan Casas Christian Richardt Hans‐Peter Seidel Christian Theobalt	3
+	Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep Architectures	2016	Hengyuan Hu Rui Tao Peng Yu‐Wing Tai Chi-Keung Tang	3
+ PDF Chat	ArtTrack: Articulated Multi-Person Tracking in the Wild	2017	Eldar Insafutdinov Mykhaylo Andriluka Leonid Pishchulin Siyu Tang Evgeny Levinkov Bjoern Andres Bernt Schiele	3