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Learning to See by Looking at Noise


Jun 10, 2021
Manel Baradad, Jonas Wulff, Tongzhou Wang, Phillip Isola, Antonio Torralba


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Rewriting a Deep Generative Model


Jul 30, 2020
David Bau, Steven Liu, Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba

* ECCV 2020 (oral). Code at https://github.com/davidbau/rewriting. For videos and demos see https://rewriting.csail.mit.edu/ 

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Diverse Image Generation via Self-Conditioned GANs


Jun 18, 2020
Steven Liu, Tongzhou Wang, David Bau, Jun-Yan Zhu, Antonio Torralba

* CVPR 2020. Code: https://github.com/stevliu/self-conditioned-gan. Webpage: http://selfcondgan.csail.mit.edu/ 

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Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere


Jun 17, 2020
Tongzhou Wang, Phillip Isola

* International Conference on Machine Learning (ICML), 2020 

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Dataset Distillation


Nov 27, 2018
Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba, Alexei A. Efros


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Neural Block Sampling


Dec 14, 2017
Tongzhou Wang, Yi Wu, David A. Moore, Stuart J. Russell

* 9 pages + supplementary materials (2 pages) 

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Learning to Synthesize a 4D RGBD Light Field from a Single Image


Aug 10, 2017
Pratul P. Srinivasan, Tongzhou Wang, Ashwin Sreelal, Ravi Ramamoorthi, Ren Ng

* International Conference on Computer Vision (ICCV) 2017 

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