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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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Using latent space regression to analyze and leverage compositionality in GANs

Mar 18, 2021
Lucy Chai, Jonas Wulff, Phillip Isola

* Final ICLR 2021 version 

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Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space

Sep 14, 2020
Jonas Wulff, Antonio Torralba

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Seeing What a GAN Cannot Generate

Oct 24, 2019
David Bau, Jun-Yan Zhu, Jonas Wulff, William Peebles, Hendrik Strobelt, Bolei Zhou, Antonio Torralba

* ICCV 2019 oral; 

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Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Oct 07, 2018
Anurag Ranjan, Varun Jampani, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black

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Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation

Sep 21, 2018
Jonas Wulff, Michael J. Black

* 16 pages, 7 figures; accepted for publication at the German Conference for Pattern Recognition (GCPR) 2018 

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Optical Flow in Mostly Rigid Scenes

May 03, 2017
Jonas Wulff, Laura Sevilla-Lara, Michael J. Black

* 15 pages, 10 figures; accepted for publication at CVPR 2017 

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