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Jan Kautz
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The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks


May 23, 2023
Iuri Frosio, Jan Kautz

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* CVPR 2023 
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A Variational Perspective on Solving Inverse Problems with Diffusion Models


May 07, 2023
Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat

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Single-Shot Implicit Morphable Faces with Consistent Texture Parameterization


May 04, 2023
Connor Z. Lin, Koki Nagano, Jan Kautz, Eric R. Chan, Umar Iqbal, Leonidas Guibas, Gordon Wetzstein, Sameh Khamis

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* SIGGRAPH 2023, Project Page: https://research.nvidia.com/labs/toronto-ai/ssif 
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Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models


Apr 02, 2023
Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov

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BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects


Mar 24, 2023
Bowen Wen, Jonathan Tremblay, Valts Blukis, Stephen Tyree, Thomas Muller, Alex Evans, Dieter Fox, Jan Kautz, Stan Birchfield

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* CVPR 2023 
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Score-based Diffusion Models in Function Space


Feb 14, 2023
Jae Hyun Lim, Nikola B. Kovachki, Ricardo Baptista, Christopher Beckham, Kamyar Azizzadenesheli, Jean Kossaifi, Vikram Voleti, Jiaming Song, Karsten Kreis, Jan Kautz, Christopher Pal, Arash Vahdat, Anima Anandkumar

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* 26 pages, 7 figures 
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PhysDiff: Physics-Guided Human Motion Diffusion Model


Dec 09, 2022
Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz

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* Project page: https://nvlabs.github.io/PhysDiff 
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RANA: Relightable Articulated Neural Avatars


Dec 06, 2022
Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz

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* project page: https://nvlabs.github.io/RANA/ 
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Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation


Sep 21, 2022
Yu-Ying Yeh, Koki Nagano, Sameh Khamis, Jan Kautz, Ming-Yu Liu, Ting-Chun Wang

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* ACM Trans. Graph. 41, 6, Article 231 (December 2022), 21 pages 
 * To appear in ACM Transactions on Graphics (SIGGRAPH Asia 2022). 21 pages, 25 figures, 7 tables. Project page: https://deepimagination.cc/Lumos/ 
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Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion


Aug 19, 2022
Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler

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* ECCV 2022 
 * Webpage: https://nv-tlabs.github.io/outdoor-ar/ 
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