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Contrastive Learning for Unpaired Image-to-Image Translation

Aug 20, 2020
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu

* ECCV 2020. Please visit https://taesungp.github.io/ContrastiveUnpairedTranslation/ for introduction videos and more. v3 contains typo fixes and citation update 

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Swapping Autoencoder for Deep Image Manipulation

Jul 01, 2020
Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang


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How Many Samples is a Good Initial Point Worth?

Jun 12, 2020
Gavin Zhang, Richard Zhang

* 13 pages, 3 figures 

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Transforming and Projecting Images into Class-conditional Generative Networks

May 04, 2020
Minyoung Huh, Richard Zhang, Jun-Yan Zhu, Sylvain Paris, Aaron Hertzmann


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Image Morphing with Perceptual Constraints and STN Alignment

Apr 29, 2020
Noa Fish, Richard Zhang, Lilach Perry, Daniel Cohen-Or, Eli Shechtman, Connelly Barnes


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CNN-generated images are surprisingly easy to spot... for now

Dec 23, 2019
Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros


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Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation

Sep 25, 2019
Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman

* ICCV 2019, Video Avaiable at https://youtu.be/T9xtpAMUDps 

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Detecting Photoshopped Faces by Scripting Photoshop

Jun 13, 2019
Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros


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Making Convolutional Networks Shift-Invariant Again

Apr 25, 2019
Richard Zhang

* Accepted to ICML 2019 

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Deep Parametric Shape Predictions using Distance Fields

Apr 18, 2019
Dmitriy Smirnov, Matthew Fisher, Vladimir G. Kim, Richard Zhang, Justin Solomon


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Toward Multimodal Image-to-Image Translation

Oct 24, 2018
Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman

* NIPS 2017 Final paper. v4 updated acknowledgment. Website: https://junyanz.github.io/BicycleGAN/ 

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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

Apr 10, 2018
Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, Oliver Wang

* Accepted to CVPR 2018; Code and data available at https://www.github.com/richzhang/PerceptualSimilarity 

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Stochastic Adversarial Video Prediction

Apr 04, 2018
Alex X. Lee, Richard Zhang, Frederik Ebert, Pieter Abbeel, Chelsea Finn, Sergey Levine

* Website: https://alexlee-gk.github.io/video_prediction/ 

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Real-Time User-Guided Image Colorization with Learned Deep Priors

May 08, 2017
Richard Zhang, Jun-Yan Zhu, Phillip Isola, Xinyang Geng, Angela S. Lin, Tianhe Yu, Alexei A. Efros

* Accepted to SIGGRAPH 2017. Project page: https://richzhang.github.io/ideepcolor 

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Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction

Apr 20, 2017
Richard Zhang, Phillip Isola, Alexei A. Efros

* Accepted to CVPR 2017 

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Colorful Image Colorization

Oct 05, 2016
Richard Zhang, Phillip Isola, Alexei A. Efros


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