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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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Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos

Jan 26, 2020
Aysegul Dundar, Kevin J. Shih, Animesh Garg, Robert Pottorf, Andrew Tao, Bryan Catanzaro


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Neural ODEs for Image Segmentation with Level Sets

Dec 25, 2019
Rafael Valle, Fitsum Reda, Mohammad Shoeybi, Patrick Legresley, Andrew Tao, Bryan Catanzaro


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Few-shot Video-to-Video Synthesis

Oct 28, 2019
Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Jan Kautz, Bryan Catanzaro

* In NeurIPS, 2019 

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Video Interpolation and Prediction with Unsupervised Landmarks

Sep 06, 2019
Kevin J. Shih, Aysegul Dundar, Animesh Garg, Robert Pottorf, Andrew Tao, Bryan Catanzaro

* Technical Report 

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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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Graphical Contrastive Losses for Scene Graph Generation

Mar 28, 2019
Ji Zhang, Kevin J. Shih, Ahmed Elgammal, Andrew Tao, 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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An Interpretable Model for Scene Graph Generation

Nov 21, 2018
Ji Zhang, Kevin Shih, Andrew Tao, Bryan Catanzaro, Ahmed Elgammal

* arXiv admin note: substantial text overlap with arXiv:1811.00662 

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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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Introduction to the 1st Place Winning Model of OpenImages Relationship Detection Challenge

Nov 01, 2018
Ji Zhang, Kevin Shih, Andrew Tao, Bryan Catanzaro, Ahmed Elgammal


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Video-to-Video Synthesis

Aug 20, 2018
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro

* Code, models, and more results are available at https://github.com/NVIDIA/vid2vid 

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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs

Aug 20, 2018
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, Bryan Catanzaro

* v2: CVPR camera ready, adding more results for edge-to-photo examples 

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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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