Efros, Alexei A

120 publications

CVPR 2025 Continuous 3D Perception Model with Persistent State Qianqian Wang, Yifei Zhang, Aleksander Holynski, Alexei A. Efros, Angjoo Kanazawa

NeurIPS 2025 Fast Data Attribution for Text-to-Image Models Sheng-Yu Wang, Aaron Hertzmann, Alexei A Efros, Richard Zhang, Jun-Yan Zhu

CVPR 2025 GPS as a Control Signal for Image Generation Chao Feng, Ziyang Chen, Aleksander Holynski, Alexei A. Efros, Andrew Owens

ICML 2025 IT$^3$: Idempotent Test-Time Training Nikita Durasov, Assaf Shocher, Doruk Oner, Gal Chechik, Alexei A Efros, Pascal Fua

ICLR 2025 Interpreting the Second-Order Effects of Neurons in CLIP Yossi Gandelsman, Alexei A Efros, Jacob Steinhardt

ICLR 2025 Prioritized Generative Replay Renhao Wang, Kevin Frans, Pieter Abbeel, Sergey Levine, Alexei A Efros

TMLR 2025 Rethinking Patch Dependence for Masked Autoencoders Letian Fu, Long Lian, Renhao Wang, Baifeng Shi, XuDong Wang, Adam Yala, Trevor Darrell, Alexei A Efros, Ken Goldberg

JMLR 2025 Test-Time Training on Video Streams Renhao Wang, Yu Sun, Arnuv Tandon, Yossi Gandelsman, Xinlei Chen, Alexei A. Efros, Xiaolong Wang

CoRL 2025 The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio Renhao Wang, Haoran Geng, Tingle Li, Philipp Wu, Feishi Wang, Gopala Anumanchipalli, Trevor Darrell, Boyi Li, Pieter Abbeel, Jitendra Malik, Alexei A Efros

NeurIPS 2025 Vision Transformers Don't Need Trained Registers Nicholas Jiang, Amil Dravid, Alexei A Efros, Yossi Gandelsman

NeurIPS 2025 Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting Anand Bhattad, Konpat Preechakul, Alexei A Efros

CVPR 2024 COLMAP-Free 3D Gaussian Splatting Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang

NeurIPS 2024 Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang, Aaron Hertzmann, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang

ECCV 2024 Diffusion Models as Data Mining Tools Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros, Mathieu Aubry, Shiry Ginosar

ICML 2024 Disentangled 3D Scene Generation with Layout Learning Dave Epstein, Ben Poole, Ben Mildenhall, Alexei A Efros, Aleksander Holynski

NeurIPS 2024 Evaluating Multiview Object Consistency in Humans and Image Models Tyler Bonnen, Stephanie Fu, Yutong Bai, Thomas O'Connell, Yoni Friedman, Nancy Kanwisher, Joshua B. Tenenbaum, Alexei A. Efros

ICLR 2024 Idempotent Generative Network Assaf Shocher, Amil V Dravid, Yossi Gandelsman, Inbar Mosseri, Michael Rubinstein, Alexei A Efros

ICLR 2024 Interpreting CLIP's Image Representation via Text-Based Decomposition Yossi Gandelsman, Alexei A Efros, Jacob Steinhardt

NeurIPS 2024 Interpreting the Weight Space of Customized Diffusion Models Amil Dravid, Yossi Gandelsman, Kuan-Chieh Wang, Rameen Abdal, Gordon Wetzstein, Alexei A. Efros, Kfir Aberman

NeurIPSW 2024 Rethinking Patch Dependence for Masked Autoencoders Letian Fu, Long Lian, Renhao Wang, Baifeng Shi, XuDong Wang, Adam Yala, Trevor Darrell, Alexei A Efros, Ken Goldberg

NeurIPS 2024 Rethinking Score Distillation as a Bridge Between Image Distributions David McAllister, Songwei Ge, Jia-Bin Huang, David W. Jacobs, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa

CVPR 2024 Sequential Modeling Enables Scalable Learning for Large Vision Models Yutong Bai, Xinyang Geng, Karttikeya Mangalam, Amir Bar, Alan L. Yuille, Trevor Darrell, Jitendra Malik, Alexei A. Efros

ICCV 2023 Evaluating Data Attribution for Text-to-Image Models Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang

CVPR 2023 Generalizing Dataset Distillation via Deep Generative Prior George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu

ICCV 2023 Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa

CVPR 2023 InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks, Aleksander Holynski, Alexei A. Efros

ICML 2023 Internet Explorer: Targeted Representation Learning on the Open Web Alexander Cong Li, Ellis Langham Brown, Alexei A Efros, Deepak Pathak

CVPR 2023 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

ICCV 2023 Rosetta Neurons: Mining the Common Units in a Model Zoo Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher

ECCV 2022 BlobGAN: Spatially Disentangled Scene Representations Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros

CVPR 2022 Dataset Distillation by Matching Training Trajectories George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu

CVPRW 2022 Dataset Distillation by Matching Training Trajectories George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu

CVPR 2022 GAN-Supervised Dense Visual Alignment William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman

ECCV 2022 Hallucinating Pose-Compatible Scenes Tim Brooks, Alexei A. Efros

ECCVW 2022 Internet Curiosity: Directed Unsupervised Learning on Uncurated Internet Data Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak

CVPRW 2022 Learning Co-Segmentation by Segment Swapping for Retrieval and Discovery Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry

CVPR 2022 Learning Pixel Trajectories with Multiscale Contrastive Random Walks Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens

ECCV 2022 Scraping Textures from Natural Images for Synthesis and Editing Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei A. Efros, Sifei Liu

ECCV 2022 Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry

WACV 2022 Strumming to the Beat: Audio-Conditioned Contrastive Video Textures Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell

ECCV 2022 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

ECCV 2022 Understanding Collapse in Non-Contrastive Siamese Representation Learning Alexander C. Li, Alexei A. Efros, Deepak Pathak

CVPRW 2022 Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu

CVPR 2021 Few-Shot Image Generation via Cross-Domain Correspondence Utkarsh Ojha, Yijun Li, Jingwan Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang

ICLR 2021 Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency Qiang Zhang, Tete Xiao, Alexei A Efros, Lerrel Pinto, Xiaolong Wang

ICLR 2021 Self-Supervised Policy Adaptation During Deployment Nicklas Hansen, Rishabh Jangir, Yu Sun, Guillem Alenyà, Pieter Abbeel, Alexei A Efros, Lerrel Pinto, Xiaolong Wang

ICCV 2021 Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang

ICLR 2021 What Should Not Be Contrastive in Contrastive Learning Tete Xiao, Xiaolong Wang, Alexei A Efros, Trevor Darrell

ECCV 2020 Learning to Factorize and Relight a City Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely

ECCV 2020 RANSAC-Flow: Generic Two-Stage Image Alignment Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry

ECCV 2020 Unselfie: Translating Selfies to Neutral-Pose Portraits in the Wild Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A Efros, Jingwan Lu

ICLR 2019 Large-Scale Study of Curiosity-Driven Learning Yuri Burda, Harri Edwards, Deepak Pathak, Amos Storkey, Trevor Darrell, Alexei A. Efros

NeurIPS 2019 Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity Deepak Pathak, Christopher Lu, Trevor Darrell, Phillip Isola, Alexei A Efros

ECCV 2018 Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens, Alexei A. Efros

ECCV 2018 Fighting Fake News: Image Splice Detection via Learned Self-Consistency Minyoung Huh, Andrew Liu, Andrew Owens, Alexei A. Efros

ECCV 2018 Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu, Alexei A. Efros, Stella X. Yu

ECCV 2018 Learning Category-Specific Mesh Reconstruction from Image Collections Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik

ICLR 2018 Zero-Shot Visual Imitation Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell

CVPRW 2018 Zero-Shot Visual Imitation Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell

ICML 2017 Curiosity-Driven Exploration by Self-Supervised Prediction Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell

CVPRW 2017 Curiosity-Driven Exploration by Self-Supervised Prediction Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell

CVPR 2017 Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros

CVPR 2017 Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik

CVPR 2017 Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik

CVPR 2017 Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction Richard Zhang, Phillip Isola, Alexei A. Efros

NeurIPS 2017 Toward Multimodal Image-to-Image Translation Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A Efros, Oliver Wang, Eli Shechtman

ICCV 2017 Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros

ECCV 2016 A 4D Light-Field Dataset and CNN Architectures for Material Recognition Ting-Chun Wang, Jun-Yan Zhu, Hiroaki Ebi, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi

ECCV 2016 Colorful Image Colorization Richard Zhang, Phillip Isola, Alexei A. Efros

CVPR 2016 Context Encoders: Feature Learning by Inpainting Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell, Alexei A. Efros

ECCV 2016 Generative Visual Manipulation on the Natural Image Manifold Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros

WACV 2016 KrishnaCam: Using a Longitudinal, Single-Person, Egocentric Dataset for Scene Understanding Tasks Krishna Kumar Singh, Kayvon Fatahalian, Alexei A. Efros

CVPR 2016 Learning Dense Correspondence via 3D-Guided Cycle Consistency Tinghui Zhou, Philipp Krahenbuhl, Mathieu Aubry, Qixing Huang, Alexei A. Efros

CVPR 2016 SVBRDF-Invariant Shape and Reflectance Estimation from Light-Field Cameras Ting-Chun Wang, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi

ECCV 2016 View Synthesis by Appearance Flow Tinghui Zhou, Shubham Tulsiani, Weilun Sun, Jitendra Malik, Alexei A. Efros

ICCVW 2015 A Century of Portraits: A Visual Historical Record of American High School Yearbooks Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros

ICCV 2015 Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition Tinghui Zhou, Philipp Krahenbuhl, Alexei A. Efros

ICCV 2015 Learning a Discriminative Model for the Perception of Realism in Composite Images Jun-Yan Zhu, Philipp Krahenbuhl, Eli Shechtman, Alexei A. Efros

ICCV 2015 Occlusion-Aware Depth Estimation Using Light-Field Cameras Ting-Chun Wang, Alexei A. Efros, Ravi Ramamoorthi

ICCV 2015 Unsupervised Visual Representation Learning by Context Prediction Carl Doersch, Abhinav Gupta, Alexei A. Efros

ECCV 2014 Context as Supervisory Signal: Discovering Objects with Predictable Context Carl Doersch, Abhinav Gupta, Alexei A. Efros

CVPR 2014 Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models Mathieu Aubry, Daniel Maturana, Alexei A. Efros, Bryan C. Russell, Josef Sivic

NeurIPS 2013 Mid-Level Visual Element Discovery as Discriminative Mode Seeking Carl Doersch, Abhinav Gupta, Alexei A Efros

ICCV 2013 Style-Aware Mid-Level Representation for Discovering Visual Connections in Space and Time Yong Jae Lee, Alexei A. Efros, Martial Hebert

ECCV 2012 Connecting Missing Links: Object Discovery from Sparse Observations Using 5 Million Product Images Hongwen Kang, Martial Hebert, Alexei A. Efros, Takeo Kanade

ECCV 2012 Dating Historical Color Images Frank Palermo, James Hays, Alexei A. Efros

ICML 2012 Exemplar-SVMs for Visual Ob Ject Detection, Label Transfer and Image Retrieval Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei A. Efros

ECCV 2012 How Important Are "Deformable Parts" in the Deformable Parts Model? Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert

ECCVW 2012 How Important Are "Deformable Parts" in the Deformable Parts Model? Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert

ECCV 2012 People Watching: Human Actions as a Cue for Single View Geometry David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, Josef Sivic

ECCV 2012 Scene Semantics from Long-Term Observation of People Vincent Delaitre, David F. Fouhey, Ivan Laptev, Josef Sivic, Abhinav Gupta, Alexei A. Efros

ECCV 2012 Undoing the Damage of Dataset Bias Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros, Antonio Torralba

ECCV 2012 Unsupervised Discovery of Mid-Level Discriminative Patches Saurabh Singh, Abhinav Gupta, Alexei A. Efros

ICCV 2011 Ensemble of Exemplar-SVMs for Object Detection and Beyond Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros

CVPR 2011 From 3D Scene Geometry to Human Workspace Abhinav Gupta, Scott Satkin, Alexei A. Efros, Martial Hebert

CVPR 2011 Unbiased Look at Dataset Bias Antonio Torralba, Alexei A. Efros

ECCV 2010 Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics Abhinav Gupta, Alexei A. Efros, Martial Hebert

ECCV 2010 Detecting Ground Shadows in Outdoor Consumer Photographs Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan

CVPR 2009 An Empirical Study of Context in Object Detection Santosh Kumar Divvala, Derek Hoiem, James Hays, Alexei A. Efros, Martial Hebert

ICCV 2009 Estimating Natural Illumination from a Single Outdoor Image Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan

ICCVW 2009 Image Composition for Object Pop-Out Hongwen Kang, Alexei A. Efros, Martial Hebert, Takeo Kanade

CVPRW 2009 Image Matching in Large Scale Indoor Environment Hongwen Kang, Alexei A. Efros, Martial Hebert, Takeo Kanade

ICCV 2009 Image Sequence Geolocation with Human Travel Priors Evangelos Kalogerakis, Olga Vesselova, James Hays, Alexei A. Efros, Aaron Hertzmann

CVPRW 2008 Can Similar Scenes Help Surface Layout Estimation? Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert

CVPR 2008 Closing the Loop in Scene Interpretation Derek Hoiem, Alexei A. Efros, Martial Hebert

CVPR 2008 IM2GPS: Estimating Geographic Information from a Single Image James Hays, Alexei A. Efros

CVPR 2008 Recognition by Association via Learning Per-Exemplar Distances Tomasz Malisiewicz, Alexei A. Efros

CVPR 2008 Unsupervised Discovery of Visual Object Class Hierarchies Josef Sivic, Bryan C. Russell, Andrew Zisserman, William T. Freeman, Alexei A. Efros

ECCV 2008 What Does the Sky Tell Us About the Camera? Jean-François Lalonde, Srinivasa G. Narasimhan, Alexei A. Efros

AAAI 2007 Detection of Multiple Deformable Objects Using PCA-SIFT Stefan Zickler, Alexei A. Efros

ICCV 2007 Recovering Occlusion Boundaries from a Single Image Derek Hoiem, Andrew N. Stein, Alexei A. Efros, Martial Hebert

ICCV 2007 Using Color Compatibility for Assessing Image Realism Jean-François Lalonde, Alexei A. Efros

ECCV 2006 Discovering Texture Regularity as a Higher-Order Correspondence Problem James Hays, Marius Leordeanu, Alexei A. Efros, Yanxi Liu

CVPR 2006 Putting Objects in Perspective Derek Hoiem, Alexei A. Efros, Martial Hebert

CVPR 2006 Using Multiple Segmentations to Discover Objects and Their Extent in Image Collections Bryan C. Russell, William T. Freeman, Alexei A. Efros, Josef Sivic, Andrew Zisserman

ICCV 2005 Discovering Objects and Their Localization in Images Josef Sivic, Bryan C. Russell, Alexei A. Efros, Andrew Zisserman, William T. Freeman

ICCV 2005 Geometric Context from a Single Image Derek Hoiem, Alexei A. Efros, Martial Hebert

CVPR 2004 Recovering Human Body Configurations: Combining Segmentation and Recognition Greg Mori, Xiaofeng Ren, Alexei A. Efros, Jitendra Malik

ICCV 2003 Recognizing Action at a Distance Alexei A. Efros, Alexander C. Berg, Greg Mori, Jitendra Malik

ICCV 1999 Texture Synthesis by Non-Parametric Sampling Alexei A. Efros, Thomas K. Leung