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/ 

  Access Model/Code and Paper
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


  Access Model/Code and Paper
Test-Time Training for Out-of-Distribution Generalization

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


  Access Model/Code and Paper
Unsupervised Domain Adaptation through Self-Supervision

Sep 29, 2019
Yu Sun, Eric Tzeng, Trevor Darrell, Alexei A. Efros


  Access Model/Code and Paper
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 

  Access Model/Code and Paper
Detecting Photoshopped Faces by Scripting Photoshop

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


  Access Model/Code and Paper
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 

  Access Model/Code and Paper
Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning

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


  Access Model/Code and Paper
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/ 

  Access Model/Code and Paper
Dataset Distillation

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


  Access Model/Code and Paper
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/ 

  Access Model/Code and Paper
Time-Agnostic Prediction: Predicting Predictable Video Frames

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

* 8 pages, plus appendices 

  Access Model/Code and Paper
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Oct 09, 2018
Andrew Owens, Alexei A. Efros


  Access Model/Code and Paper
Fighting Fake News: Image Splice Detection via Learned Self-Consistency

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


  Access Model/Code and Paper
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. 

  Access Model/Code and Paper
Everybody Dance Now

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


  Access Model/Code and Paper
Improving Generalization via Scalable Neighborhood Component Analysis

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

* To appear in ECCV 2018 

  Access Model/Code and Paper
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/ 

  Access Model/Code and Paper
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/ 

  Access Model/Code and Paper
Learning Category-Specific Mesh Reconstruction from Image Collections

Jul 30, 2018
Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik

* Project URL: https://akanazawa.github.io/cmr/ 

  Access Model/Code and Paper
Investigating Human Priors for Playing Video Games

Jul 25, 2018
Rachit Dubey, Pulkit Agrawal, Deepak Pathak, Thomas L. Griffiths, Alexei A. Efros

* ICML 2018 
* ICML 2018 

  Access Model/Code and Paper
3D Sketching using Multi-View Deep Volumetric Prediction

Jun 19, 2018
Johanna Delanoy, Mathieu Aubry, Phillip Isola, Alexei A. Efros, Adrien Bousseau

* See our accompanying video on https://youtu.be/DGIYzmlm2pQ, networks and databases available at https://ns.inria.fr/d3/3DSketching/. To appear in PACMCGIT 

  Access Model/Code and Paper
Few-Shot Segmentation Propagation with Guided Networks

May 25, 2018
Kate Rakelly, Evan Shelhamer, Trevor Darrell, Alexei A. Efros, Sergey Levine


  Access Model/Code and Paper
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene

Apr 24, 2018
Shubham Tulsiani, Saurabh Gupta, David Fouhey, Alexei A. Efros, Jitendra Malik

* Project url with code: https://shubhtuls.github.io/factored3d 

  Access Model/Code and Paper
Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction

Apr 24, 2018
Shubham Tulsiani, Alexei A. Efros, Jitendra Malik

* Project url with code: https://shubhtuls.github.io/mvcSnP/ 

  Access Model/Code and Paper
Zero-Shot Visual Imitation

Apr 23, 2018
Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell

* Oral presentation at ICLR 2018. Website at https://pathak22.github.io/zeroshot-imitation/ 

  Access Model/Code and Paper
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 

  Access Model/Code and Paper
Learning Beyond Human Expertise with Generative Models for Dental Restorations

Mar 30, 2018
Jyh-Jing Hwang, Sergei Azernikov, Alexei A. Efros, Stella X. Yu


  Access Model/Code and Paper