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Ensembling Off-the-shelf Models for GAN Training

Dec 16, 2021
Nupur Kumari, Richard Zhang, Eli Shechtman, Jun-Yan Zhu

* GitHub: Project webpage: 

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GAN-Supervised Dense Visual Alignment

Dec 09, 2021
William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei Efros, Eli Shechtman

* Code available at . Project page and videos available at 

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Contrastive Feature Loss for Image Prediction

Nov 12, 2021
Alex Andonian, Taesung Park, Bryan Russell, Phillip Isola, Jun-Yan Zhu, Richard Zhang

* Appeared in Advances in Image Manipulation Workshop at ICCV 2021. GitHub: 

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Editing Conditional Radiance Fields

Jun 04, 2021
Steven Liu, Xiuming Zhang, Zhoutong Zhang, Richard Zhang, Jun-Yan Zhu, Bryan Russell

* Code: Website:, v2 updated figure 8 and included additional details 

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Ensembling with Deep Generative Views

Apr 29, 2021
Lucy Chai, Jun-Yan Zhu, Eli Shechtman, Phillip Isola, Richard Zhang

* CVPR 2021 camera ready version; code available at 

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On Buggy Resizing Libraries and Surprising Subtleties in FID Calculation

Apr 22, 2021
Gaurav Parmar, Richard Zhang, Jun-Yan Zhu

* GitHub: Website: 

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Few-shot Image Generation via Cross-domain Correspondence

Apr 13, 2021
Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang

* CVPR 2021 

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The Low-Rank Simplicity Bias in Deep Networks

Mar 18, 2021
Minyoung Huh, Hossein Mobahi, Richard Zhang, Brian Cheung, Pulkit Agrawal, Phillip Isola

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Anycost GANs for Interactive Image Synthesis and Editing

Mar 04, 2021
Ji Lin, Richard Zhang, Frieder Ganz, Song Han, Jun-Yan Zhu

* Accepted to CVPR 2021. The code and demo are available: 

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CDPAM: Contrastive learning for perceptual audio similarity

Feb 09, 2021
Pranay Manocha, Zeyu Jin, Richard Zhang, Adam Finkelstein

* Dataset, code and sound examples can be found at 

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Spatially-Adaptive Pixelwise Networks for Fast Image Translation

Dec 05, 2020
Tamar Rott Shaham, Michael Gharbi, Richard Zhang, Eli Shechtman, Tomer Michaeli

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Few-shot Image Generation with Elastic Weight Consolidation

Dec 04, 2020
Yijun Li, Richard Zhang, Jingwan Lu, Eli Shechtman

* Accepted by NeurIPS 2020, see 

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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 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 

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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: 

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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 

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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: 

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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: 

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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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