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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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What Should Not Be Contrastive in Contrastive Learning

Aug 13, 2020
Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell


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Learning to Factorize and Relight a City

Aug 06, 2020
Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely

* ECCV 2020 (Spotlight). Supplemental Material attached 

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Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild

Jul 29, 2020
Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu

* To appear in ECCV 2020 

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Self-Supervised Policy Adaptation during Deployment

Jul 08, 2020
Nicklas Hansen, Yu Sun, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang

* Project page: https://nicklashansen.github.io/PAD/ , Code: https://github.com/nicklashansen/policy-adaptation-during-deployment 

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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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Space-Time Correspondence as a Contrastive Random Walk

Jun 25, 2020
Allan Jabri, Andrew Owens, Alexei A. Efros


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RANSAC-Flow: generic two-stage image alignment

Apr 03, 2020
Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry

* Project webpage: http://imagine.enpc.fr/~shenx/RANSAC-Flow/ 

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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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Test-Time Training for Out-of-Distribution Generalization

Oct 25, 2019
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt


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Unsupervised Domain Adaptation through Self-Supervision

Sep 29, 2019
Yu Sun, Eric Tzeng, Trevor Darrell, 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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Learning Correspondence from the Cycle-Consistency of Time

Apr 02, 2019
Xiaolong Wang, Allan Jabri, Alexei A. Efros

* CVPR 2019 Oral. Project page: http://ajabri.github.io/timecycle 

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Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning

Mar 08, 2019
Xi Shen, Alexei A. Efros, Mathieu Aubry


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Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity

Feb 14, 2019
Deepak Pathak, Chris Lu, Trevor Darrell, Phillip Isola, Alexei A. Efros

* Website at https://pathak22.github.io/modular-assemblies/ 

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Dataset Distillation

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


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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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Time-Agnostic Prediction: Predicting Predictable Video Frames

Oct 23, 2018
Dinesh Jayaraman, Frederik Ebert, Alexei A. Efros, Sergey Levine

* 8 pages, plus appendices 

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Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Oct 09, 2018
Andrew Owens, Alexei A. Efros


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Fighting Fake News: Image Splice Detection via Learned Self-Consistency

Sep 05, 2018
Minyoung Huh, Andrew Liu, Andrew Owens, Alexei A. Efros


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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

Aug 30, 2018
Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros

* An extended version of our ICCV 2017 paper, v5 (1) adds the link to CycleGAN PyTorch code and (2) fixes typos and formatting issues. 

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Everybody Dance Now

Aug 22, 2018
Caroline Chan, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros


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Improving Generalization via Scalable Neighborhood Component Analysis

Aug 14, 2018
Zhirong Wu, Alexei A. Efros, Stella X. Yu

* To appear in ECCV 2018 

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Large-Scale Study of Curiosity-Driven Learning

Aug 13, 2018
Yuri Burda, Harri Edwards, Deepak Pathak, Amos Storkey, Trevor Darrell, Alexei A. Efros

* First three authors contributed equally and ordered alphabetically. Website at https://pathak22.github.io/large-scale-curiosity/ 

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Learning Shape Abstractions by Assembling Volumetric Primitives

Aug 02, 2018
Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik

* Project url: https://shubhtuls.github.io/volumetricPrimitives/ 

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