Alexei A. Efros

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 182

Top Venues

Publications

Ethan Weber, Riley Peterlinz, Rohan Mathur, Frederik Warburg, Alexei A. Efros, Angjoo Kanazawa
Toon3D: Seeing Cartoons from a New Perspective. CoRR (2024)
Boyi Li, Jathushan Rajasegaran, Yossi Gandelsman, Alexei A. Efros, Jitendra Malik
Synthesizing Moving People with 3D Control. CoRR (2024)
Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt
Interpreting the Second-Order Effects of Neurons in CLIP. CoRR (2024)
David McAllister, Songwei Ge, Jia-Bin Huang, David W. Jacobs, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa
Rethinking Score Distillation as a Bridge Between Image Distributions. CoRR (2024)
Assaf Shocher, Amil Dravid, Yossi Gandelsman, Inbar Mosseri, Michael Rubinstein, Alexei A. Efros
Idempotent Generative Network. ICLR (2024)
Dave Epstein, Ben Poole, Ben Mildenhall, Alexei A. Efros, Aleksander Holynski
Disentangled 3D Scene Generation with Layout Learning. CoRR (2024)
Amil Dravid, Yossi Gandelsman, Kuan-Chieh Wang, Rameen Abdal, Gordon Wetzstein, Alexei A. Efros, Kfir Aberman
Interpreting the Weight Space of Customized Diffusion Models. CoRR (2024)
Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt
Interpreting CLIP's Image Representation via Text-Based Decomposition. ICLR (2024)
Sheng-Yu Wang, Aaron Hertzmann, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images. CoRR (2024)
Letian Fu, Long Lian, Renhao Wang, Baifeng Shi, Xudong Wang, Adam Yala, Trevor Darrell, Alexei A. Efros, Ken Goldberg
Rethinking Patch Dependence for Masked Autoencoders. CoRR (2024)
Alexander Cong Li, Ellis Langham Brown, Alexei A. Efros, Deepak Pathak
Internet Explorer: Targeted Representation Learning on the Open Web. ICML (2023)
Tom Monnier, Jake Austin, Angjoo Kanazawa, Alexei A. Efros, Mathieu Aubry
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives. NeurIPS (2023)
Dave Epstein, Allan Jabri, Ben Poole, Alexei A. Efros, Aleksander Holynski
Diffusion Self-Guidance for Controllable Image Generation. CoRR (2023)
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
Generalizing Dataset Distillation via Deep Generative Prior. CoRR (2023)
Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak
Internet Explorer: Targeted Representation Learning on the Open Web. CoRR (2023)
Yutong Bai, Xinyang Geng, Karttikeya Mangalam, Amir Bar, Alan L. Yuille, Trevor Darrell, Jitendra Malik, Alexei A. Efros
Sequential Modeling Enables Scalable Learning for Large Vision Models. CoRR (2023)
Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt
Interpreting CLIP's Image Representation via Text-Based Decomposition. CoRR (2023)
Renhao Wang, Yu Sun, Yossi Gandelsman, Xinlei Chen, Alexei A. Efros, Xiaolong Wang
Test-Time Training on Video Streams. CoRR (2023)
Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang
Evaluating Data Attribution for Text-to-Image Models. ICCV (2023)
Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang
Evaluating Data Attribution for Text-to-Image Models. CoRR (2023)
Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions. CoRR (2023)
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
Generalizing Dataset Distillation via Deep Generative Prior. CVPR (2023)
Dave Epstein, Allan Jabri, Ben Poole, Alexei A. Efros, Aleksander Holynski
Diffusion Self-Guidance for Controllable Image Generation. NeurIPS (2023)
Sumith Kulal, Tim Brooks, Alex Aiken, Jiajun Wu, Jimei Yang, Jingwan Lu, Alexei A. Efros, Krishna Kumar Singh
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes. CVPR (2023)
Assaf Shocher, Amil Dravid, Yossi Gandelsman, Inbar Mosseri, Michael Rubinstein, Alexei A. Efros
Idempotent Generative Network. CoRR (2023)
Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang
COLMAP-Free 3D Gaussian Splatting. CoRR (2023)
Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher
Rosetta Neurons: Mining the Common Units in a Model Zoo. CoRR (2023)
Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher
Rosetta Neurons: Mining the Common Units in a Model Zoo. ICCV (2023)
Tim Brooks, Aleksander Holynski, Alexei A. Efros
InstructPix2Pix: Learning to Follow Image Editing Instructions. CVPR (2023)
Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions. ICCV (2023)
Tom Monnier, Jake Austin, Angjoo Kanazawa, Alexei A. Efros, Mathieu Aubry
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives. CoRR (2023)
Sumith Kulal, Tim Brooks, Alex Aiken, Jiajun Wu, Jimei Yang, Jingwan Lu, Alexei A. Efros, Krishna Kumar Singh
Putting People in Their Place: Affordance-Aware Human Insertion into Scenes. CoRR (2023)
Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros
Test-Time Training with Masked Autoencoders. CoRR (2022)
Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak
Internet Curiosity: Directed Unsupervised Learning on Uncurated Internet Data. ECCV Workshops (4) (2022)
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
Dataset Distillation by Matching Training Trajectories. CoRR (2022)
Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency. ECCV (1) (2022)
Alexander C. Li, Alexei A. Efros, Deepak Pathak
Understanding Collapse in Non-contrastive Siamese Representation Learning. ECCV (31) (2022)
Xi Shen, Robin Champenois, Shiry Ginosar, Ilaria Pastrolin, Morgane Rousselot, Oumayma Bounou, Tom Monnier, Spyros Gidaris, François Bougard, Pierre-Guillaume Raverdy, Marie-Françoise Limon-Bonnet, Christine Benevent, Marc H. Smith, Olivier Poncet, K. Bender, Béatrice Joyeux-Prunel, Elizabeth Honig, Alexei A. Efros, Mathieu Aubry
Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis. Int. J. Comput. Vis. 130 (5) (2022)
Alexander C. Li, Alexei A. Efros, Deepak Pathak
Understanding Collapse in Non-Contrastive Learning. CoRR (2022)
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation. CVPR Workshops (2022)
Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery. CVPR Workshops (2022)
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras
Generating Long Videos of Dynamic Scenes. NeurIPS (2022)
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
BlobGAN: Spatially Disentangled Scene Representations. ECCV (15) (2022)
Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens
Learning Pixel Trajectories with Multiscale Contrastive Random Walks. CoRR (2022)
Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
BlobGAN: Spatially Disentangled Scene Representations. CoRR (2022)
Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei A. Efros, Sifei Liu
Scraping Textures from Natural Images for Synthesis and Editing. ECCV (15) (2022)
Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency. CoRR (2022)
William S. Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman
GAN-Supervised Dense Visual Alignment. CVPR (2022)
Vongani H. Maluleke, Neerja Thakkar, Tim Brooks, Ethan Weber, Trevor Darrell, Alexei A. Efros, Angjoo Kanazawa, Devin Guillory
Studying Bias in GANs through the Lens of Race. CoRR (2022)
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
Dataset Distillation by Matching Training Trajectories. CVPR (2022)
Vongani H. Maluleke, Neerja Thakkar, Tim Brooks, Ethan Weber, Trevor Darrell, Alexei A. Efros, Angjoo Kanazawa, Devin Guillory
Studying Bias in GANs Through the Lens of Race. ECCV (13) (2022)
Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens
Learning Pixel Trajectories with Multiscale Contrastive Random Walks. CVPR (2022)
Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros
Visual Prompting via Image Inpainting. CoRR (2022)
Tim Brooks, Aleksander Holynski, Alexei A. Efros
InstructPix2Pix: Learning to Follow Image Editing Instructions. CoRR (2022)
Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures. WACV (2022)
William S. Peebles, Ilija Radosavovic, Tim Brooks, Alexei A. Efros, Jitendra Malik
Learning to Learn with Generative Models of Neural Network Checkpoints. CoRR (2022)
Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros
Visual Prompting via Image Inpainting. NeurIPS (2022)
Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros
Test-Time Training with Masked Autoencoders. NeurIPS (2022)
George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu
Dataset Distillation by Matching Training Trajectories. CVPR Workshops (2022)
Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Tim Brooks, Alexei A. Efros
Hallucinating Pose-Compatible Scenes. ECCV (16) (2022)
Tim Brooks, Janne Hellsten, Miika Aittala, Ting-Chun Wang, Timo Aila, Jaakko Lehtinen, Ming-Yu Liu, Alexei A. Efros, Tero Karras
Generating Long Videos of Dynamic Scenes. CoRR (2022)
Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. ICCV (2021)
Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures. CoRR (2021)
Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang
Few-shot Image Generation via Cross-domain Correspondence. CoRR (2021)
Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency. ICLR (2021)
Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery. CoRR (2021)
Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang
Few-Shot Image Generation via Cross-Domain Correspondence. CVPR (2021)
Tim Brooks, Alexei A. Efros
Hallucinating Pose-Compatible Scenes. CoRR (2021)
Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. CoRR (2021)
William S. Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman
GAN-Supervised Dense Visual Alignment. CoRR (2021)
Dmitriy Smirnov, Michaël Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin M. Solomon
MarioNette: Self-Supervised Sprite Learning. NeurIPS (2021)
Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell
What Should Not Be Contrastive in Contrastive Learning. ICLR (2021)
Dmitriy Smirnov, Michaël Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin Solomon
MarioNette: Self-Supervised Sprite Learning. CoRR (2021)
Nicklas Hansen, Rishabh Jangir, Yu Sun, Guillem Alenyà, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang
Self-Supervised Policy Adaptation during Deployment. ICLR (2021)
Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
Swapping Autoencoder for Deep Image Manipulation. CoRR (2020)
Alexei A. Efros, Aaron Hertzmann
Technical perspective: When the adversary is your friend. Commun. ACM 63 (11) (2020)
Allan Jabri, Andrew Owens, Alexei A. Efros
Space-Time Correspondence as a Contrastive Random Walk. CoRR (2020)
Brian H. Yang, Dinesh Jayaraman, Glen Berseth, Alexei A. Efros, Sergey Levine
Morphology-Agnostic Visual Robotic Control. IEEE Robotics Autom. Lett. 5 (2) (2020)
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu
Contrastive Learning for Unpaired Image-to-Image Translation. CoRR (2020)
Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency. CoRR (2020)
William S. Peebles, John Peebles, Jun-Yan Zhu, Alexei A. Efros, Antonio Torralba
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement. CoRR (2020)
Allan Jabri, Andrew Owens, Alexei A. Efros
Space-Time Correspondence as a Contrastive Random Walk. NeurIPS (2020)
Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros
CNN-Generated Images Are Surprisingly Easy to Spot... for Now. CVPR (2020)
Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell
What Should Not Be Contrastive in Contrastive Learning. CoRR (2020)
Nicklas Hansen, Yu Sun, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang
Self-Supervised Policy Adaptation during Deployment. CoRR (2020)
Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
Swapping Autoencoder for Deep Image Manipulation. NeurIPS (2020)
William S. Peebles, John Peebles, Jun-Yan Zhu, Alexei A. Efros, Antonio Torralba
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement. ECCV (6) (2020)
Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely
Learning to Factorize and Relight a City. CoRR (2020)
Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely
Learning to Factorize and Relight a City. ECCV (4) (2020)
Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry
RANSAC-Flow: generic two-stage image alignment. CoRR (2020)
Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts. ICML (2020)
Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild. CoRR (2020)
Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry
RANSAC-Flow: Generic Two-Stage Image Alignment. ECCV (4) (2020)
Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu
Contrastive Learning for Unpaired Image-to-Image Translation. ECCV (9) (2020)
Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu
Unselfie: Translating Selfies to Neutral-Pose Portraits in the Wild. ECCV (17) (2020)
Yuri Burda, Harrison Edwards, Deepak Pathak, Amos J. Storkey, Trevor Darrell, Alexei A. Efros
Large-Scale Study of Curiosity-Driven Learning. ICLR (Poster) (2019)
Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros
Detecting Photoshopped Faces by Scripting Photoshop. ICCV (2019)
Deepak Pathak, Christopher Lu, Trevor Darrell, Phillip Isola, Alexei A. Efros
Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity. CoRR (2019)
Deepak Pathak, Christopher Lu, Trevor Darrell, Phillip Isola, Alexei A. Efros
Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity. NeurIPS (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alexei A. Efros