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Personalized Federated Learning with First Order Model Optimization


Jan 28, 2021
Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jose M. Alvarez

* ICLR 2021 

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World-Consistent Video-to-Video Synthesis


Jul 16, 2020
Arun Mallya, Ting-Chun Wang, Karan Sapra, Ming-Yu Liu

* Published at the European Conference on Computer Vision, 2020 

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Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter


Jul 14, 2020
Guilin Liu, Rohan Taori, Ting-Chun Wang, Zhiding Yu, Shiqiu Liu, Fitsum A. Reda, Karan Sapra, Andrew Tao, Bryan Catanzaro


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Hierarchical Multi-Scale Attention for Semantic Segmentation


May 21, 2020
Andrew Tao, Karan Sapra, Bryan Catanzaro

* 11 pages, 5 figures 

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Panoptic-based Image Synthesis


Apr 21, 2020
Aysegul Dundar, Karan Sapra, Guilin Liu, Andrew Tao, Bryan Catanzaro

* CVPR 2020 

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Improving Semantic Segmentation via Video Propagation and Label Relaxation


Dec 04, 2018
Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn Newsam, Andrew Tao, Bryan Catanzaro

* First two authors contribute equally 

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Partial Convolution based Padding


Nov 28, 2018
Guilin Liu, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Andrew Tao, Bryan Catanzaro

* 11 pages; code is available at https://github.com/NVIDIA/partialconv 

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