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Feature-Align Network with Knowledge Distillation for Efficient Denoising


Mar 18, 2021
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra


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Feature-Align Network and Knowledge Distillation for Efficient Denoising


Mar 02, 2021
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra


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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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Unsupervised Video Interpolation Using Cycle Consistency


Jun 13, 2019
Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro


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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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SDCNet: Video Prediction Using Spatially-Displaced Convolution


Nov 02, 2018
Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro

* Published in ECCV 2018 

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Image Inpainting for Irregular Holes Using Partial Convolutions


Apr 20, 2018
Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro

* 23 pages, includes appendix 

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