Alexei A. Efros - arXivDaily 作者

2302.14051 2023-09-08 cs.LG cs.AI cs.CV cs.NE cs.RO

Internet Explorer: Targeted Representation Learning on the Open Web

Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak

Comments In ICML 2023. Website at https://internet-explorer-ssl.github.io/

2306.09345 2023-08-09 cs.CV cs.LG

Evaluating Data Attribution for Text-to-Image Models

Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang

Comments Updated v2 -- ICCV 2023 camera ready version. Project page: https://peterwang512.github.io/GenDataAttribution Code: https://github.com/PeterWang512/GenDataAttribution

2306.09346 2023-06-19 cs.CV

Rosetta Neurons: Mining the Common Units in a Model Zoo

Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher

Comments Project page: https://yossigandelsman.github.io/rosetta_neurons/

2306.00986 2023-06-13 cs.CV cs.LG stat.ML

Diffusion Self-Guidance for Controllable Image Generation

Dave Epstein, Allan Jabri, Ben Poole, Alexei A. Efros, Aleksander Holynski

Comments Project page at https://dave.ml/selfguidance/

2303.12789 2023-06-02 cs.CV cs.GR

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions

Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa

Comments Project website: https://instruct-nerf2nerf.github.io; v1. Revisions to related work and discussion

2305.01649 2023-05-05 cs.CV cs.AI cs.LG

Generalizing Dataset Distillation via Deep Generative Prior

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

Comments CVPR 2023; Project Page at https://georgecazenavette.github.io/glad Code at https://github.com/GeorgeCazenavette/glad

2304.14406 2023-04-28 cs.CV cs.AI cs.GR cs.LG

Putting People in Their Place: Affordance-Aware Human Insertion into Scenes

Sumith Kulal, Tim Brooks, Alex Aiken, Jiajun Wu, Jimei Yang, Jingwan Lu, Alexei A. Efros, Krishna Kumar Singh

Comments CVPR 2023. Project page with code: https://sumith1896.github.io/affordance-insertion/

2211.09800 2023-01-19 cs.CV cs.AI cs.CL cs.GR cs.LG

InstructPix2Pix: Learning to Follow Image Editing Instructions

Tim Brooks, Aleksander Holynski, Alexei A. Efros

Comments Project page with code: https://www.timothybrooks.com/instruct-pix2pix

2209.15007 2022-11-03 cs.LG cs.AI cs.CV cs.NE cs.RO

Understanding Collapse in Non-Contrastive Siamese Representation Learning

Alexander C. Li, Alexei A. Efros, Deepak Pathak

Comments Published at ECCV 2022. Project page at https://alexanderli.com/noncontrastive-ssl/

2112.06909 2022-10-04 cs.CV

Hallucinating Pose-Compatible Scenes

Tim Brooks, Alexei A. Efros

2209.12892 2022-09-27 cs.LG cs.CV

Learning to Learn with Generative Models of Neural Network Checkpoints

William Peebles, Ilija Radosavovic, Tim Brooks, Alexei A. Efros, Jitendra Malik

Comments Code available at https://www.github.com/wpeebles/G.pt . Project page and videos available at https://www.wpeebles.com/Gpt

2209.07522 2022-09-16 cs.CV cs.LG

Test-Time Training with Masked Autoencoders

Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros

Comments Project page: https://yossigandelsman.github.io/ttt_mae/index.html

2209.02836 2022-09-16 cs.CV cs.LG

Studying Bias in GANs through the Lens of Race

Vongani H. Maluleke, Neerja Thakkar, Tim Brooks, Ethan Weber, Trevor Darrell, Alexei A. Efros, Angjoo Kanazawa, Devin Guillory

Comments ECCV 2022. Project Page: https://neerja.me/bias-gans/

2209.00647 2022-09-02 cs.CV

Visual Prompting via Image Inpainting

Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros

Comments Project page: https://yossigandelsman.github.io/visual_prompt

2205.02837 2022-08-02 cs.CV

BlobGAN: Spatially Disentangled Scene Representations

Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros

Comments ECCV 2022. Project webpage available at https://www.dave.ml/blobgan

2204.10310 2022-07-26 cs.CV cs.GR

Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency

Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry

Comments ECCV 2022. Project webpage with code and videos: http://imagine.enpc.fr/~monniert/UNICORN/

2206.03429 2022-06-10 cs.CV cs.AI cs.LG cs.NE

Generating Long Videos of Dynamic Scenes

Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras

2112.05143 2022-04-06 cs.CV

GAN-Supervised Dense Visual Alignment

William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman

Comments An updated version of our CVPR 2022 paper (oral); v2 features additional references and minor text changes. Code available at https://www.github.com/wpeebles/gangealing . Project page and videos available at https://www.wpeebles.com/gangealing

2201.08379 2022-04-05 cs.CV

Learning Pixel Trajectories with Multiscale Contrastive Random Walks

Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens

2110.15904 2022-03-29 cs.CV

Learning Co-segmentation by Segment Swapping for Retrieval and Discovery

Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry

Comments add results of unsupervised saliency detection

2203.11932 2022-03-23 cs.CV cs.AI cs.LG

Dataset Distillation by Matching Training Trajectories

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

Comments CVPR 2022 website: https://georgecazenavette.github.io/mtt-distillation/ code: https://github.com/GeorgeCazenavette/mtt-distillation

2104.14553 2021-10-22 cs.CV

MarioNette: Self-Supervised Sprite Learning

Dmitriy Smirnov, Michael Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin Solomon

Comments Accepted to NeurIPS 2021

2110.02951 2021-10-07 cs.CV cs.LG

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion

Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang

Comments Accepted to ICCV 2021. Project page: https://zlai0.github.io/VideoAutoencoder

2104.06820 2021-04-15 cs.CV cs.GR cs.LG

Few-shot Image Generation via Cross-domain Correspondence

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

Comments CVPR 2021

2007.04309 2021-04-12 cs.LG cs.CV cs.RO stat.ML

Self-Supervised Policy Adaptation during Deployment

Nicklas Hansen, Rishabh Jangir, Yu Sun, Guillem Alenyà, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang

Comments Website: https://nicklashansen.github.io/PAD/ Code: https://github.com/nicklashansen/policy-adaptation-during-deployment ICLR 2021

2104.02687 2021-04-07 cs.CV cs.AI cs.MM

Strumming to the Beat: Audio-Conditioned Contrastive Video Textures

Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell

Comments Project website at https://medhini.github.io/audio_video_textures/

2008.05659 2021-03-22 cs.CV

What Should Not Be Contrastive in Contrastive Learning

Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell

Comments Published as a conference paper at ICLR 2021

2012.09811 2020-12-18 cs.RO cs.CV cs.LG

Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency

Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang

Comments Project page: https://sjtuzq.github.io/cycle_dynamics.html

2007.00653 2020-12-15 cs.CV cs.GR cs.LG

Swapping Autoencoder for Deep Image Manipulation

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

Comments NeurIPS 2020. Please visit https://taesung.me/SwappingAutoencoder/ for an introductory video. v2 mainly contains reorganization of the Introduction and Broader Impact section

2006.14613 2020-12-04 cs.CV cs.LG eess.IV

Space-Time Correspondence as a Contrastive Random Walk

Allan Jabri, Andrew Owens, Alexei A. Efros

Comments NeurIPS 2020 camera ready version -- Code at github.com/ajabri/videowalk