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HSPACE: Synthetic Parametric Humans Animated in Complex Environments



Eduard Gabriel Bazavan , Andrei Zanfir , Mihai Zanfir , William T. Freeman , Rahul Sukthankar , Cristian Sminchisescu


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Discrete Representations Strengthen Vision Transformer Robustness



Chengzhi Mao , Lu Jiang , Mostafa Dehghani , Carl Vondrick , Rahul Sukthankar , Irfan Essa


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THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers



Mihai Zanfir , Andrei Zanfir , Eduard Gabriel Bazavan , William T. Freeman , Rahul Sukthankar , Cristian Sminchisescu


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Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus



Marius Leordeanu , Mihai Pirvu , Dragos Costea , Alina Marcu , Emil Slusanschi , Rahul Sukthankar


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Neural Descent for Visual 3D Human Pose and Shape



Andrei Zanfir , Eduard Gabriel Bazavan , Mihai Zanfir , William T. Freeman , Rahul Sukthankar , Cristian Sminchisescu

* Submitted to NeuriPS 2020 

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The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)



Samuel Albanie , Yang Liu , Arsha Nagrani , Antoine Miech , Ernesto Coto , Ivan Laptev , Rahul Sukthankar , Bernard Ghanem , Andrew Zisserman , Valentin Gabeur , Chen Sun , Karteek Alahari , Cordelia Schmid , Shizhe Chen , Yida Zhao , Qin Jin , Kaixu Cui , Hui Liu , Chen Wang , Yudong Jiang , Xiaoshuai Hao

* Individual reports, dataset information, rules, and released source code can be found at the competition webpage (https://www.robots.ox.ac.uk/~vgg/challenges/video-pentathlon

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Learning Video Representations from Textual Web Supervision



Jonathan C. Stroud , David A. Ross , Chen Sun , Jia Deng , Rahul Sukthankar , Cordelia Schmid


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Speech2Action: Cross-modal Supervision for Action Recognition



Arsha Nagrani , Chen Sun , David Ross , Rahul Sukthankar , Cordelia Schmid , Andrew Zisserman

* Accepted to CVPR 2020 

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Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows



Andrei Zanfir , Eduard Gabriel Bazavan , Hongyi Xu , Bill Freeman , Rahul Sukthankar , Cristian Sminchisescu


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