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作者

Alexei A. Efros

Computer Vision

至 收录 115
2008.10599 2020-08-25 cs.CV cs.GR cs.LG cs.NE

The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement

William Peebles, John Peebles, Jun-Yan Zhu, Alexei Efros, Antonio Torralba

Comments ECCV 2020 (Spotlight). Code available at https://github.com/wpeebles/hessian_penalty . Project page and videos available at https://www.wpeebles.com/hessian-penalty

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1703.10593 2020-08-25 cs.CV

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

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

Comments An extended version of our ICCV 2017 paper, v7 fixed the typos and updated the implementation details. Code and data: https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

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2007.15651 2020-08-21 cs.CV cs.LG

Contrastive Learning for Unpaired Image-to-Image Translation

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

Comments 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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2008.02796 2020-08-07 cs.CV cs.GR

Learning to Factorize and Relight a City

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

Comments ECCV 2020 (Spotlight). Supplemental Material attached

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2007.15068 2020-07-31 cs.CV

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

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

Comments To appear in ECCV 2020

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2004.01526 2020-07-20 cs.CV

RANSAC-Flow: generic two-stage image alignment

Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry

Comments Accepted to ECCV 2020 as a spotlight. Project page: http://imagine.enpc.fr/~shenx/RANSAC-Flow/

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1909.13231 2020-07-03 cs.LG cs.CV stat.ML

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

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

Comments ICML 2020

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1912.11035 2020-04-07 cs.CV

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

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

Comments Accepted to CVPR 2020

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1811.10959 2020-02-26 cs.LG stat.ML

Dataset Distillation

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

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1912.13360 2020-01-01 cs.RO cs.CV

Morphology-Agnostic Visual Robotic Control

Brian Yang, Dinesh Jayaraman, Glen Berseth, Alexei Efros, Sergey Levine

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1902.05546 2019-11-25 cs.LG cs.AI cs.CV cs.NE cs.RO stat.ML

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

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

Comments NeurIPS 2019 (Spotlight). Videos at https://pathak22.github.io/modular-assemblies/

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1909.11825 2019-10-01 cs.LG cs.CV stat.ML

Unsupervised Domain Adaptation through Self-Supervision

Yu Sun, Eric Tzeng, Trevor Darrell, Alexei A. Efros

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1909.11081 2019-09-27 cs.CV cs.LG eess.IV

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

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

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

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1906.05856 2019-09-06 cs.CV

Detecting Photoshopped Faces by Scripting Photoshop

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

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1808.07371 2019-08-29 cs.GR cs.CV

Everybody Dance Now

Caroline Chan, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros

Comments In ICCV 2019

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1511.02575 2019-06-14 cs.CV

A Century of Portraits: A Visual Historical Record of American High School Yearbooks

Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Crystal Lee, Philipp Krahenbuhl, Alexei A. Efros

Comments IEEE Transactions on Computational Imaging, September 2017

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1903.07593 2019-04-03 cs.CV cs.AI cs.LG

Learning Correspondence from the Cycle-Consistency of Time

Xiaolong Wang, Allan Jabri, Alexei A. Efros

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

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1903.02678 2019-03-11 cs.CV

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

Xi Shen, Alexei A. Efros, Mathieu Aubry

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1609.03552 2018-12-18 cs.CV

Generative Visual Manipulation on the Natural Image Manifold

Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros

Comments In European Conference on Computer Vision (ECCV 2016)

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1611.07004 2018-11-27 cs.CV

Image-to-Image Translation with Conditional Adversarial Networks

Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros

Comments Website: https://phillipi.github.io/pix2pix/, CVPR 2017

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1808.07784 2018-10-25 cs.CV cs.LG stat.ML

Time-Agnostic Prediction: Predicting Predictable Video Frames

Dinesh Jayaraman, Frederik Ebert, Alexei A. Efros, Sergey Levine

Comments 8 pages, plus appendices

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1711.11586 2018-10-25 cs.CV cs.GR stat.ML

Toward Multimodal Image-to-Image Translation

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

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

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1804.03641 2018-10-10 cs.CV cs.SD eess.AS

Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Andrew Owens, Alexei A. Efros

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1805.04096 2018-09-07 cs.CV

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

Minyoung Huh, Andrew Liu, Andrew Owens, Alexei A. Efros

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1808.04699 2018-08-15 cs.CV cs.LG

Improving Generalization via Scalable Neighborhood Component Analysis

Zhirong Wu, Alexei A. Efros, Stella X. Yu

Comments To appear in ECCV 2018

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1808.04355 2018-08-14 cs.LG cs.AI cs.CV cs.RO stat.ML

Large-Scale Study of Curiosity-Driven Learning

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

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

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1612.00404 2018-08-06 cs.CV

Learning Shape Abstractions by Assembling Volumetric Primitives

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

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

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1803.07549 2018-08-01 cs.CV

Learning Category-Specific Mesh Reconstruction from Image Collections

Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik

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

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1802.10217 2018-07-26 cs.AI cs.LG

Investigating Human Priors for Playing Video Games

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

Comments ICML 2018

Journal ref ICML 2018

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1806.07373 2018-06-20 cs.CV cs.LG stat.ML

Few-Shot Segmentation Propagation with Guided Networks

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

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