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ORCIDAlexei A. Efros
Alyosha A. Efros
Person information
- affiliation: UC Berkeley
- award: ACM Prize in Computing, 2016
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2020 – today
- 2024
[c143]Yang Fu, Xiaolong Wang, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros:
COLMAP-Free 3D Gaussian Splatting. CVPR 2024: 20796-20805- [c142]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. CVPR 2024: 22861-22872 - [c141]Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros
, Mathieu Aubry, Shiry Ginosar:
Diffusion Models as Data Mining Tools. ECCV (61) 2024: 393-409 - [c140]Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt:
Interpreting CLIP's Image Representation via Text-Based Decomposition. ICLR 2024 - [c139]Assaf Shocher, Amil Dravid, Yossi Gandelsman, Inbar Mosseri, Michael Rubinstein, Alexei A. Efros:
Idempotent Generative Network. ICLR 2024 - [c138]Dave Epstein, Ben Poole, Ben Mildenhall, Alexei A. Efros, Aleksander Holynski:
Disentangled 3D Scene Generation with Layout Learning. ICML 2024 - [i103]Boyi Li, Jathushan Rajasegaran, Yossi Gandelsman, Alexei A. Efros, Jitendra Malik:
Synthesizing Moving People with 3D Control. CoRR abs/2401.10889 (2024) - [i102]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 abs/2401.14391 (2024) - [i101]Dave Epstein, Ben Poole, Ben Mildenhall, Alexei A. Efros, Aleksander Holynski:
Disentangled 3D Scene Generation with Layout Learning. CoRR abs/2402.16936 (2024) - [i100]Ethan Weber, Riley Peterlinz, Rohan Mathur, Frederik Warburg, Alexei A. Efros, Angjoo Kanazawa:
Toon3D: Seeing Cartoons from a New Perspective. CoRR abs/2405.10320 (2024) - [i99]Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt:
Interpreting the Second-Order Effects of Neurons in CLIP. CoRR abs/2406.04341 (2024) - [i98]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 abs/2406.09408 (2024) - [i97]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 abs/2406.09413 (2024) - [i96]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 abs/2406.09417 (2024) - [i95]Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros, Mathieu Aubry, Shiry Ginosar:
Diffusion Models as Data Mining Tools. CoRR abs/2408.02752 (2024) - [i94]Tyler Bonnen, Stephanie Fu, Yutong Bai, Thomas P. O'Connell, Yoni Friedman, Nancy Kanwisher, Joshua B. Tenenbaum, Alexei A. Efros:
Evaluating Multiview Object Consistency in Humans and Image Models. CoRR abs/2409.05862 (2024) - [i93]Nikita Durasov, Assaf Shocher, Doruk Öner, Gal Chechik, Alexei A. Efros, Pascal Fua:
IT3: Idempotent Test-Time Training. CoRR abs/2410.04201 (2024) - [i92]Renhao Wang, Kevin Frans, Pieter Abbeel, Sergey Levine, Alexei A. Efros:
Prioritized Generative Replay. CoRR abs/2410.18082 (2024) - 2023
- [c137]George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu:
Generalizing Dataset Distillation via Deep Generative Prior. CVPR 2023: 3739-3748 - [c136]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: 17089-17099 - [c135]Tim Brooks, Aleksander Holynski, Alexei A. Efros:
InstructPix2Pix: Learning to Follow Image Editing Instructions. CVPR 2023: 18392-18402 - [c134]Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher:
Rosetta Neurons: Mining the Common Units in a Model Zoo. ICCV 2023: 1934-1943 - [c133]Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang:
Evaluating Data Attribution for Text-to-Image Models. ICCV 2023: 7158-7169 - [c132]Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa:
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions. ICCV 2023: 19683-19693 - [c131]Alexander Cong Li, Ellis Langham Brown, Alexei A. Efros, Deepak Pathak:
Internet Explorer: Targeted Representation Learning on the Open Web. ICML 2023: 19385-19406 - [c130]Dave Epstein, Allan Jabri, Ben Poole, Alexei A. Efros, Aleksander Holynski:
Diffusion Self-Guidance for Controllable Image Generation. NeurIPS 2023 - [c129]Tom Monnier, Jake Austin, Angjoo Kanazawa, Alexei A. Efros, Mathieu Aubry:
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives. NeurIPS 2023 - [i91]Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak:
Internet Explorer: Targeted Representation Learning on the Open Web. CoRR abs/2302.14051 (2023) - [i90]Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa:
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions. CoRR abs/2303.12789 (2023) - [i89]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 abs/2304.14406 (2023) - [i88]George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu:
Generalizing Dataset Distillation via Deep Generative Prior. CoRR abs/2305.01649 (2023) - [i87]Dave Epstein, Allan Jabri, Ben Poole, Alexei A. Efros, Aleksander Holynski:
Diffusion Self-Guidance for Controllable Image Generation. CoRR abs/2306.00986 (2023) - [i86]Sheng-Yu Wang, Alexei A. Efros, Jun-Yan Zhu, Richard Zhang:
Evaluating Data Attribution for Text-to-Image Models. CoRR abs/2306.09345 (2023) - [i85]Amil Dravid, Yossi Gandelsman, Alexei A. Efros, Assaf Shocher:
Rosetta Neurons: Mining the Common Units in a Model Zoo. CoRR abs/2306.09346 (2023) - [i84]Renhao Wang, Yu Sun, Yossi Gandelsman, Xinlei Chen, Alexei A. Efros, Xiaolong Wang:
Test-Time Training on Video Streams. CoRR abs/2307.05014 (2023) - [i83]Tom Monnier, Jake Austin, Angjoo Kanazawa, Alexei A. Efros, Mathieu Aubry:
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives. CoRR abs/2307.05473 (2023) - [i82]Yossi Gandelsman, Alexei A. Efros, Jacob Steinhardt:
Interpreting CLIP's Image Representation via Text-Based Decomposition. CoRR abs/2310.05916 (2023) - [i81]Assaf Shocher, Amil Dravid, Yossi Gandelsman, Inbar Mosseri, Michael Rubinstein, Alexei A. Efros:
Idempotent Generative Network. CoRR abs/2311.01462 (2023) - [i80]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 abs/2312.00785 (2023) - [i79]Yang Fu, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros, Xiaolong Wang:
COLMAP-Free 3D Gaussian Splatting. CoRR abs/2312.07504 (2023) - 2022
- [j39]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): 1325-1339 (2022) - [j38]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): 8754-8765 (2022) - [c128]George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu:
Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation. CVPR Workshops 2022: 2277-2281 - [c127]George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu:
Dataset Distillation by Matching Training Trajectories. CVPR Workshops 2022: 4749-4758 - [c126]Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry:
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery. CVPR Workshops 2022: 5078-5088 - [c125]Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens:
Learning Pixel Trajectories with Multiscale Contrastive Random Walks. CVPR 2022: 6498-6509 - [c124]George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu:
Dataset Distillation by Matching Training Trajectories. CVPR 2022: 10708-10717 - [c123]William S. Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman:
GAN-Supervised Dense Visual Alignment. CVPR 2022: 13460-13471 - [c122]Alexander C. Li, Ellis Brown, Alexei A. Efros, Deepak Pathak:
Internet Curiosity: Directed Unsupervised Learning on Uncurated Internet Data. ECCV Workshops (4) 2022: 100-104 - [c121]Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry:
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency. ECCV (1) 2022: 285-303 - [c120]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: 344-360 - [c119]Xueting Li, Xiaolong Wang, Ming-Hsuan Yang, Alexei A. Efros, Sifei Liu:
Scraping Textures from Natural Images for Synthesis and Editing. ECCV (15) 2022: 391-408 - [c118]Alexander C. Li, Alexei A. Efros, Deepak Pathak:
Understanding Collapse in Non-contrastive Siamese Representation Learning. ECCV (31) 2022: 490-505 - [c117]Tim Brooks, Alexei A. Efros:
Hallucinating Pose-Compatible Scenes. ECCV (16) 2022: 510-528 - [c116]Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros:
BlobGAN: Spatially Disentangled Scene Representations. ECCV (15) 2022: 616-635 - [c115]Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros:
Visual Prompting via Image Inpainting. NeurIPS 2022 - [c114]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 - [c113]Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros:
Test-Time Training with Masked Autoencoders. NeurIPS 2022 - [c112]Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell:
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures. WACV 2022: 507-516 - [i78]Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens:
Learning Pixel Trajectories with Multiscale Contrastive Random Walks. CoRR abs/2201.08379 (2022) - [i77]George Cazenavette, Tongzhou Wang, Antonio Torralba, Alexei A. Efros, Jun-Yan Zhu:
Dataset Distillation by Matching Training Trajectories. CoRR abs/2203.11932 (2022) - [i76]Tom Monnier, Matthew Fisher, Alexei A. Efros, Mathieu Aubry:
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency. CoRR abs/2204.10310 (2022) - [i75]Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros:
BlobGAN: Spatially Disentangled Scene Representations. CoRR abs/2205.02837 (2022) - [i74]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 abs/2206.03429 (2022) - [i73]Amir Bar, Yossi Gandelsman, Trevor Darrell, Amir Globerson, Alexei A. Efros:
Visual Prompting via Image Inpainting. CoRR abs/2209.00647 (2022) - [i72]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 abs/2209.02836 (2022) - [i71]Yossi Gandelsman, Yu Sun, Xinlei Chen, Alexei A. Efros:
Test-Time Training with Masked Autoencoders. CoRR abs/2209.07522 (2022) - [i70]William S. Peebles, Ilija Radosavovic, Tim Brooks, Alexei A. Efros, Jitendra Malik:
Learning to Learn with Generative Models of Neural Network Checkpoints. CoRR abs/2209.12892 (2022) - [i69]Alexander C. Li, Alexei A. Efros, Deepak Pathak:
Understanding Collapse in Non-Contrastive Learning. CoRR abs/2209.15007 (2022) - [i68]Tim Brooks, Aleksander Holynski, Alexei A. Efros:
InstructPix2Pix: Learning to Follow Image Editing Instructions. CoRR abs/2211.09800 (2022) - 2021
- [c111]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: 10743-10752 - [c110]Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang:
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. ICCV 2021: 9710-9720 - [c109]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 - [c108]Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell:
What Should Not Be Contrastive in Contrastive Learning. ICLR 2021 - [c107]Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang:
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency. ICLR 2021 - [c106]Dmitriy Smirnov, Michaël Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin M. Solomon:
MarioNette: Self-Supervised Sprite Learning. NeurIPS 2021: 5494-5505 - [i67]Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell:
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures. CoRR abs/2104.02687 (2021) - [i66]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 abs/2104.06820 (2021) - [i65]Dmitriy Smirnov, Michaël Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin Solomon:
MarioNette: Self-Supervised Sprite Learning. CoRR abs/2104.14553 (2021) - [i64]Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang:
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. CoRR abs/2110.02951 (2021) - [i63]Xi Shen, Alexei A. Efros, Armand Joulin, Mathieu Aubry:
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery. CoRR abs/2110.15904 (2021) - [i62]William S. Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei A. Efros, Eli Shechtman:
GAN-Supervised Dense Visual Alignment. CoRR abs/2112.05143 (2021) - [i61]Tim Brooks, Alexei A. Efros:
Hallucinating Pose-Compatible Scenes. CoRR abs/2112.06909 (2021) - 2020
- [j37]Alexei A. Efros, Aaron Hertzmann:
Technical perspective: When the adversary is your friend. Commun. ACM 63(11): 138 (2020) - [j36]Brian H. Yang, Dinesh Jayaraman, Glen Berseth, Alexei A. Efros, Sergey Levine:
Morphology-Agnostic Visual Robotic Control. IEEE Robotics Autom. Lett. 5(2): 766-773 (2020) - [c105]Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros:
CNN-Generated Images Are Surprisingly Easy to Spot... for Now. CVPR 2020: 8692-8701 - [c104]Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu:
Unselfie: Translating Selfies to Neutral-Pose Portraits in the Wild. ECCV (17) 2020: 156-173 - [c103]Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu:
Contrastive Learning for Unpaired Image-to-Image Translation. ECCV (9) 2020: 319-345 - [c102]Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely:
Learning to Factorize and Relight a City. ECCV (4) 2020: 544-561 - [c101]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: 581-597 - [c100]Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry:
RANSAC-Flow: Generic Two-Stage Image Alignment. ECCV (4) 2020: 618-637 - [c99]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: 9229-9248 - [c98]Allan Jabri, Andrew Owens, Alexei A. Efros:
Space-Time Correspondence as a Contrastive Random Walk. NeurIPS 2020 - [c97]Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang:
Swapping Autoencoder for Deep Image Manipulation. NeurIPS 2020 - [i60]Xi Shen, François Darmon, Alexei A. Efros, Mathieu Aubry:
RANSAC-Flow: generic two-stage image alignment. CoRR abs/2004.01526 (2020) - [i59]Allan Jabri, Andrew Owens, Alexei A. Efros:
Space-Time Correspondence as a Contrastive Random Walk. CoRR abs/2006.14613 (2020) - [i58]Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang:
Swapping Autoencoder for Deep Image Manipulation. CoRR abs/2007.00653 (2020) - [i57]Nicklas Hansen, Yu Sun, Pieter Abbeel, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang:
Self-Supervised Policy Adaptation during Deployment. CoRR abs/2007.04309 (2020) - [i56]Liqian Ma, Zhe Lin, Connelly Barnes, Alexei A. Efros, Jingwan Lu:
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild. CoRR abs/2007.15068 (2020) - [i55]Taesung Park, Alexei A. Efros, Richard Zhang, Jun-Yan Zhu:
Contrastive Learning for Unpaired Image-to-Image Translation. CoRR abs/2007.15651 (2020) - [i54]Andrew Liu, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros, Noah Snavely:
Learning to Factorize and Relight a City. CoRR abs/2008.02796 (2020) - [i53]Tete Xiao, Xiaolong Wang, Alexei A. Efros, Trevor Darrell:
What Should Not Be Contrastive in Contrastive Learning. CoRR abs/2008.05659 (2020) - [i52]William S. Peebles, John Peebles, Jun-Yan Zhu, Alexei A. Efros, Antonio Torralba:
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement. CoRR abs/2008.10599 (2020) - [i51]Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang:
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency. CoRR abs/2012.09811 (2020)
2010 – 2019
- 2019
- [j35]Julien Philip, Michaël Gharbi, Tinghui Zhou, Alexei A. Efros, George Drettakis:
Multi-view relighting using a geometry-aware network. ACM Trans. Graph. 38(4): 78:1-78:14 (2019) - [c96]Rachit Dubey, Pulkit Agrawal, Deepak Pathak, Alyosha A. Efros, Tom Griffiths:
Human-level but not human-like: Deep Reinforcement Learning in the dark. CogSci 2019: 3265 - [c95]Xiaolong Wang, Allan Jabri, Alexei A. Efros:
Learning Correspondence From the Cycle-Consistency of Time. CVPR 2019: 2566-2576 - [c94]Xi Shen, Alexei A. Efros, Mathieu Aubry:
Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning. CVPR 2019: 9278-9287 - [c93]Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman:
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation. ICCV 2019: 1171-1180 - [c92]Caroline Chan, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros:
Everybody Dance Now. ICCV 2019: 5932-5941 - [c91]Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros:
Detecting Photoshopped Faces by Scripting Photoshop. ICCV 2019: 10071-10080 - [c90]Yuri Burda, Harri Edwards, Deepak Pathak, Amos J. Storkey, Trevor Darrell, Alexei A. Efros:
Large-Scale Study of Curiosity-Driven Learning. ICLR (Poster) 2019 - [c89]Dinesh Jayaraman, Frederik Ebert, Alexei A. Efros, Sergey Levine:
Time-Agnostic Prediction: Predicting Predictable Video Frames. ICLR (Poster) 2019 - [c88]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: 2292-2302 - [i50]Deepak Pathak, Christopher Lu, Trevor Darrell, Phillip Isola, Alexei A. Efros:
Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity. CoRR abs/1902.05546 (2019) - [i49]Xi Shen, Alexei A. Efros, Mathieu Aubry:
Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning. CoRR abs/1903.02678 (2019) - [i48]Xiaolong Wang, Allan Jabri, Alexei A. Efros:
Learning Correspondence from the Cycle-Consistency of Time. CoRR abs/1903.07593 (2019) - [i47]Sheng-Yu Wang, Oliver Wang, Andrew Owens, Richard Zhang, Alexei A. Efros:
Detecting Photoshopped Faces by Scripting Photoshop. CoRR abs/1906.05856 (2019) - [i46]Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman:
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation. CoRR abs/1909.11081 (2019) - [i45]Yu Sun, Eric Tzeng, Trevor Darrell, Alexei A. Efros:
Unsupervised Domain Adaptation through Self-Supervision. CoRR abs/1909.11825 (2019) - [i44]Yu Sun, Xiaolong Wang, Zhuang Liu, John Miller, Alexei A. Efros, Moritz Hardt:
Test-Time Training for Out-of-Distribution Generalization. CoRR abs/1909.13231 (2019) - [i43]Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros:
CNN-generated images are surprisingly easy to spot... for now. CoRR abs/1912.11035 (2019) - [i42]Brian H. Yang, Dinesh Jayaraman, Glen Berseth, Alexei A. Efros, Sergey Levine:
Morphology-Agnostic Visual Robotic Control. CoRR abs/1912.13360 (2019) - 2018
- [j34]Johanna Delanoy, Mathieu Aubry, Phillip Isola, Alexei A. Efros, Adrien Bousseau:
3D Sketching using Multi-View Deep Volumetric Prediction. Proc. ACM Comput. Graph. Interact. Tech. 1(1): 21:1-21:22 (2018) - [j33]Ting-Chun Wang, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi:
SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera. IEEE Trans. Pattern Anal. Mach. Intell. 40(3): 740-754 (2018) - [c87]Shubham Tulsiani, Saurabh Gupta, David F. Fouhey, Alexei A. Efros, Jitendra Malik:
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene. CVPR 2018: 302-310 - [c86]Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, Oliver Wang:
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric. CVPR 2018: 586-595 - [c85]Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell:
Zero-Shot Visual Imitation. CVPR Workshops 2018: 2050-2053 - [c84]Shubham Tulsiani, Alexei A. Efros, Jitendra Malik:
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction. CVPR 2018: 2897-2905 - [c83]David F. Fouhey, Weicheng Kuo, Alexei A. Efros, Jitendra Malik:
From Lifestyle Vlogs to Everyday Interactions. CVPR 2018: 4991-5000 - [c82]Minyoung Huh, Andrew Liu, Andrew Owens, Alexei A. Efros:
Fighting Fake News: Image Splice Detection via Learned Self-Consistency. ECCV (11) 2018: 106-124 - [c81]Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik:
Learning Category-Specific Mesh Reconstruction from Image Collections. ECCV (15) 2018: 386-402 - [c80]Andrew Owens, Alexei A. Efros:
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features. ECCV (6) 2018: 639-658 - [c79]Zhirong Wu, Alexei A. Efros, Stella X. Yu:
Improving Generalization via Scalable Neighborhood Component Analysis. ECCV (7) 2018: 712-728 - [c78]Rachit Dubey, Pulkit Agrawal, Deepak Pathak, Alyosha A. Efros, Thomas L. Griffiths:
Investigating Human Priors for Playing Video Games. ICLR (Workshop) 2018 - [c77]Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell:
Zero-Shot Visual Imitation. ICLR 2018 - [c76]Kate Rakelly, Evan Shelhamer, Trevor Darrell, Alyosha A. Efros, Sergey Levine:
Conditional Networks for Few-Shot Semantic Segmentation. ICLR (Workshop) 2018 - [c75]Rachit Dubey, Pulkit Agrawal, Deepak Pathak, Tom Griffiths, Alexei A. Efros:
Investigating Human Priors for Playing Video Games. ICML 2018: 1348-1356 - [c74]Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei A. Efros, Trevor Darrell:
CyCADA: Cycle-Consistent Adversarial Domain Adaptation. ICML 2018: 1994-2003 - [i41]Shubham Tulsiani, Alexei A. Efros, Jitendra Malik:
Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction. CoRR abs/1801.03910 (2018) - [i40]Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, Oliver Wang:
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric. CoRR abs/1801.03924 (2018) - [i39]Rachit Dubey, Pulkit Agrawal, Deepak Pathak, Thomas L. Griffiths, Alexei A. Efros:
Investigating Human Priors for Playing Video Games. CoRR abs/1802.10217 (2018) - [i38]Angjoo Kanazawa, Shubham Tulsiani, Alexei A. Efros, Jitendra Malik:
Learning Category-Specific Mesh Reconstruction from Image Collections. CoRR abs/1803.07549 (2018) - [i37]Jyh-Jing Hwang, Sergei Azernikov, Alexei A. Efros, Stella X. Yu:
Learning Beyond Human Expertise with Generative Models for Dental Restorations. CoRR abs/1804.00064 (2018) - [i36]Andrew Owens, Alexei A. Efros:
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features. CoRR abs/1804.03641 (2018) - [i35]Deepak Pathak, Parsa Mahmoudieh, Guanghao Luo, Pulkit Agrawal, Dian Chen, Yide Shentu, Evan Shelhamer, Jitendra Malik, Alexei A. Efros, Trevor Darrell:
Zero-Shot Visual Imitation. CoRR abs/1804.08606 (2018) - [i34]Minyoung Huh, Andrew Liu, Andrew Owens, Alexei A. Efros:
Fighting Fake News: Image Splice Detection via Learned Self-Consistency. CoRR abs/1805.04096 (2018) - [i33]Kate Rakelly, Evan Shelhamer, Trevor Darrell, Alexei A. Efros, Sergey Levine:
Few-Shot Segmentation Propagation with Guided Networks. CoRR abs/1806.07373 (2018) - [i32]Yuri Burda, Harri Edwards, Deepak Pathak, Amos J. Storkey, Trevor Darrell, Alexei A. Efros:
Large-Scale Study of Curiosity-Driven Learning. CoRR abs/1808.04355 (2018) - [i31]Zhirong Wu, Alexei A. Efros, Stella X. Yu:
Improving Generalization via Scalable Neighborhood Component Analysis. CoRR abs/1808.04699 (2018) - [i30]Caroline Chan, Shiry Ginosar, Tinghui Zhou, Alexei A. Efros:
Everybody Dance Now. CoRR abs/1808.07371 (2018) - [i29]Dinesh Jayaraman, Frederik Ebert, Alexei A. Efros, Sergey Levine:
Time-Agnostic Prediction: Predicting Predictable Video Frames. CoRR abs/1808.07784 (2018) - [i28]Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba, Alexei A. Efros:
Dataset Distillation. CoRR abs/1811.10959 (2018) - 2017
- [j32]José Ribelles, Diego Gutierrez, Alyosha A. Efros:
BUILDUP: interactive creation of urban scenes from large photo collections. Multim. Tools Appl. 76(10): 12757-12774 (2017) - [j31]Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Crystal Lee, Philipp Krähenbühl, Alexei A. Efros:
A Century of Portraits: A Visual Historical Record of American High School Yearbooks. IEEE Trans. Computational Imaging 3(3): 421-431 (2017) - [j30]Richard Zhang, Jun-Yan Zhu, Phillip Isola, Xinyang Geng, Angela S. Lin, Tianhe Yu, Alexei A. Efros:
Real-time user-guided image colorization with learned deep priors. ACM Trans. Graph. 36(4): 119:1-119:11 (2017) - [j29]Ting-Chun Wang, Jun-Yan Zhu, Nima Khademi Kalantari, Alexei A. Efros, Ravi Ramamoorthi:
Light field video capture using a learning-based hybrid imaging system. ACM Trans. Graph. 36(4): 133:1-133:13 (2017) - [c73]Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik:
Multi-view Supervision for Single-View Reconstruction via Differentiable Ray Consistency. CVPR 2017: 209-217 - [c72]Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell:
Curiosity-Driven Exploration by Self-Supervised Prediction. CVPR Workshops 2017: 488-489 - [c71]Richard Zhang, Phillip Isola, Alexei A. Efros:
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. CVPR 2017: 645-654 - [c70]Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik:
Learning Shape Abstractions by Assembling Volumetric Primitives. CVPR 2017: 1466-1474 - [c69]Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros:
Image-to-Image Translation with Conditional Adversarial Networks. CVPR 2017: 5967-5976 - [c68]Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros:
Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks. ICCV 2017: 2242-2251 - [c67]Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell:
Curiosity-driven Exploration by Self-supervised Prediction. ICML 2017: 2778-2787 - [c66]Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman:
Toward Multimodal Image-to-Image Translation. NIPS 2017: 465-476 - [i27]Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros:
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. CoRR abs/1703.10593 (2017) - [i26]Shubham Tulsiani, Tinghui Zhou, Alexei A. Efros, Jitendra Malik:
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency. CoRR abs/1704.06254 (2017) - [i25]Ting-Chun Wang, Jun-Yan Zhu, Nima Khademi Kalantari, Alexei A. Efros, Ravi Ramamoorthi:
Light Field Video Capture Using a Learning-Based Hybrid Imaging System. CoRR abs/1705.02997 (2017) - [i24]Richard Zhang, Jun-Yan Zhu, Phillip Isola, Xinyang Geng, Angela S. Lin, Tianhe Yu, Alexei A. Efros:
Real-Time User-Guided Image Colorization with Learned Deep Priors. CoRR abs/1705.02999 (2017) - [i23]Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell:
Curiosity-driven Exploration by Self-supervised Prediction. CoRR abs/1705.05363 (2017) - [i22]Johanna Delanoy, Adrien Bousseau, Mathieu Aubry, Phillip Isola, Alexei A. Efros:
What You Sketch Is What You Get: 3D Sketching using Multi-View Deep Volumetric Prediction. CoRR abs/1707.08390 (2017) - [i21]Judy Hoffman, Eric Tzeng, Taesung Park, Jun-Yan Zhu, Phillip Isola, Kate Saenko, Alexei A. Efros, Trevor Darrell:
CyCADA: Cycle-Consistent Adversarial Domain Adaptation. CoRR abs/1711.03213 (2017) - [i20]Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman:
Toward Multimodal Image-to-Image Translation. CoRR abs/1711.11586 (2017) - [i19]Shubham Tulsiani, Saurabh Gupta, David F. Fouhey, Alexei A. Efros, Jitendra Malik:
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene. CoRR abs/1712.01812 (2017) - [i18]David F. Fouhey, Weicheng Kuo, Alexei A. Efros, Jitendra Malik:
From Lifestyle Vlogs to Everyday Interactions. CoRR abs/1712.02310 (2017) - 2016
- [j28]Alyosha A. Efros, Antonio Torralba:
Guest Editorial: Big Data. Int. J. Comput. Vis. 119(1): 1-2 (2016) - [j27]Ting-Chun Wang, Alexei A. Efros, Ravi Ramamoorthi:
Depth Estimation with Occlusion Modeling Using Light-Field Cameras. IEEE Trans. Pattern Anal. Mach. Intell. 38(11): 2170-2181 (2016) - [c65]Tinghui Zhou, Philipp Krähenbühl, Mathieu Aubry, Qi-Xing Huang, Alexei A. Efros:
Learning Dense Correspondence via 3D-Guided Cycle Consistency. CVPR 2016: 117-126 - [c64]Deepak Pathak, Philipp Krähenbühl, Jeff Donahue, Trevor Darrell, Alexei A. Efros:
Context Encoders: Feature Learning by Inpainting. CVPR 2016: 2536-2544 - [c63]Ting-Chun Wang, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi:
SVBRDF-Invariant Shape and Reflectance Estimation from Light-Field Cameras. CVPR 2016: 5451-5459 - [c62]Ting-Chun Wang, Jun-Yan Zhu, Hiroaki Ebi, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi:
A 4D Light-Field Dataset and CNN Architectures for Material Recognition. ECCV (3) 2016: 121-138 - [c61]Tinghui Zhou, Shubham Tulsiani, Weilun Sun, Jitendra Malik, Alexei A. Efros:
View Synthesis by Appearance Flow. ECCV (4) 2016: 286-301 - [c60]Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros:
Generative Visual Manipulation on the Natural Image Manifold. ECCV (5) 2016: 597-613 - [c59]Richard Zhang, Phillip Isola, Alexei A. Efros:
Colorful Image Colorization. ECCV (3) 2016: 649-666 - [c58]Krishna Kumar Singh, Kayvon Fatahalian, Alexei A. Efros:
KrishnaCam: Using a longitudinal, single-person, egocentric dataset for scene understanding tasks. WACV 2016: 1-9 - [p2]Yong Jae Lee, Alexei A. Efros, Martial Hebert:
Discovering Mid-level Visual Connections in Space and Time. Large-Scale Visual Geo-Localization 2016: 21-40 - [i17]Richard Zhang, Phillip Isola, Alexei A. Efros:
Colorful Image Colorization. CoRR abs/1603.08511 (2016) - [i16]Tinghui Zhou, Philipp Krähenbühl, Mathieu Aubry, Qixing Huang, Alexei A. Efros:
Learning Dense Correspondence via 3D-guided Cycle Consistency. CoRR abs/1604.05383 (2016) - [i15]Deepak Pathak, Philipp Krähenbühl, Jeff Donahue, Trevor Darrell, Alexei A. Efros:
Context Encoders: Feature Learning by Inpainting. CoRR abs/1604.07379 (2016) - [i14]Tinghui Zhou, Shubham Tulsiani, Weilun Sun, Jitendra Malik, Alexei A. Efros:
View Synthesis by Appearance Flow. CoRR abs/1605.03557 (2016) - [i13]Ting-Chun Wang, Jun-Yan Zhu, Hiroaki Ebi, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi:
A 4D Light-Field Dataset and CNN Architectures for Material Recognition. CoRR abs/1608.06985 (2016) - [i12]Mi-Young Huh, Pulkit Agrawal, Alexei A. Efros:
What makes ImageNet good for transfer learning? CoRR abs/1608.08614 (2016) - [i11]Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros:
Generative Visual Manipulation on the Natural Image Manifold. CoRR abs/1609.03552 (2016) - [i10]Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros:
Image-to-Image Translation with Conditional Adversarial Networks. CoRR abs/1611.07004 (2016) - [i9]Richard Zhang, Phillip Isola, Alexei A. Efros:
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. CoRR abs/1611.09842 (2016) - [i8]Shubham Tulsiani, Hao Su, Leonidas J. Guibas, Alexei A. Efros, Jitendra Malik:
Learning Shape Abstractions by Assembling Volumetric Primitives. CoRR abs/1612.00404 (2016) - 2015
- [j26]Carl Doersch, Saurabh Singh, Abhinav Gupta, Josef Sivic, Alexei A. Efros:
What makes Paris look like Paris? Commun. ACM 58(12): 103-110 (2015) - [j25]Fumio Okura, Kenneth Vanhoey, Adrien Bousseau, Alexei A. Efros, George Drettakis:
Unifying Color and Texture Transfer for Predictive Appearance Manipulation. Comput. Graph. Forum 34(4): 53-63 (2015) - [j24]Hongwen Kang, Martial Hebert, Alexei A. Efros, Takeo Kanade:
Data-Driven Objectness. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 189-195 (2015) - [c57]Tinghui Zhou, Yong Jae Lee, Stella X. Yu, Alexei A. Efros:
FlowWeb: Joint image set alignment by weaving consistent, pixel-wise correspondences. CVPR 2015: 1191-1200 - [c56]Stefan Lee, Nicolas Maisonneuve, David J. Crandall, Alexei A. Efros, Josef Sivic:
Linking Past to Present: Discovering Style in Two Centuries of Architecture. ICCP 2015: 1-10 - [c55]Carl Doersch, Abhinav Gupta, Alexei A. Efros:
Unsupervised Visual Representation Learning by Context Prediction. ICCV 2015: 1422-1430 - [c54]Tinghui Zhou, Philipp Krähenbühl, Alexei A. Efros:
Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition. ICCV 2015: 3469-3477 - [c53]Ting-Chun Wang, Alexei A. Efros, Ravi Ramamoorthi:
Occlusion-Aware Depth Estimation Using Light-Field Cameras. ICCV 2015: 3487-3495 - [c52]Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros:
Learning a Discriminative Model for the Perception of Realism in Composite Images. ICCV 2015: 3943-3951 - [c51]Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros:
A Century of Portraits: A Visual Historical Record of American High School Yearbooks. ICCV Workshops 2015: 652-658 - [p1]James Hays, Alexei A. Efros:
Large-Scale Image Geolocalization. Multimodal Location Estimation of Videos and Images 2015: 41-62 - [i7]Carl Doersch, Abhinav Gupta, Alexei A. Efros:
Unsupervised Visual Representation Learning by Context Prediction. CoRR abs/1505.05192 (2015) - [i6]Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros:
Learning a Discriminative Model for the Perception of Realism in Composite Images. CoRR abs/1510.00477 (2015) - [i5]Tinghui Zhou, Philipp Krähenbühl, Alexei A. Efros:
Learning Data-driven Reflectance Priors for Intrinsic Image Decomposition. CoRR abs/1510.02413 (2015) - [i4]Shiry Ginosar, Kate Rakelly, Sarah Sachs, Brian Yin, Alexei A. Efros:
A Century of Portraits: A Visual Historical Record of American High School Yearbooks. CoRR abs/1511.02575 (2015) - 2014
- [j23]Alexei A. Efros:
Portraiture in the age of big data: technical perspective. Commun. ACM 57(9): 92 (2014) - [j22]David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, Josef Sivic:
People Watching: Human Actions as a Cue for Single View Geometry. Int. J. Comput. Vis. 110(3): 259-274 (2014) - [j21]Natasha Kholgade, Tomas Simon, Alexei A. Efros, Yaser Sheikh:
3D object manipulation in a single photograph using stock 3D models. ACM Trans. Graph. 33(4): 127:1-127:12 (2014) - [j20]Jun-Yan Zhu, Yong Jae Lee, Alexei A. Efros:
AverageExplorer: interactive exploration and alignment of visual data collections. ACM Trans. Graph. 33(4): 160:1-160:11 (2014) - [j19]Alexei A. Efros, Eli Shechtman:
Mirror mirror: crowdsourcing better portraits. ACM Trans. Graph. 33(6): 234:1-234:12 (2014) - [j18]Sean M. Arietta, Alexei A. Efros, Ravi Ramamoorthi, Maneesh Agrawala:
City Forensics: Using Visual Elements to Predict Non-Visual City Attributes. IEEE Trans. Vis. Comput. Graph. 20(12): 2624-2633 (2014) - [c50]Mathieu Aubry, Daniel Maturana, Alexei A. Efros, Bryan C. Russell, Josef Sivic:
Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models. CVPR 2014: 3762-3769 - [c49]Carl Doersch, Abhinav Gupta, Alexei A. Efros:
Context as Supervisory Signal: Discovering Objects with Predictable Context. ECCV (3) 2014: 362-377 - [c48]Kai Xu, Leonidas J. Guibas, Alexei A. Efros, Shi-Min Hu, Ariel Shamir, Jun-Yan Zhu:
Data-driven visual computing. SIGGRAPH ASIA Courses 2014: 7:1 - [e1]A. G. Ramakrishnan, Jitendra Malik, Alexei A. Efros, C. V. Jawahar, Manik Varma:
Proceedings of the 2014 Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP'14, Bangalore, India, December 14-18, 2014. ACM 2014, ISBN 978-1-4503-3061-9 [contents] - [i3]Josef Sivic, Alexei A. Efros:
Urban-Scale Quantitative Visual Analysis. ERCIM News 2014(98) (2014) - 2013
- [j17]Erik Reinhard, Alexei A. Efros, Jan Kautz, Hans-Peter Seidel:
On Visual Realism of Synthesized Imagery. Proc. IEEE 101(9): 1998-2007 (2013) - [c47]Yong Jae Lee, Alexei A. Efros, Martial Hebert:
Style-Aware Mid-level Representation for Discovering Visual Connections in Space and Time. ICCV 2013: 1857-1864 - [c46]Carl Doersch, Abhinav Gupta, Alexei A. Efros:
Mid-level Visual Element Discovery as Discriminative Mode Seeking. NIPS 2013: 494-502 - 2012
- [j16]Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan:
Estimating the Natural Illumination Conditions from a Single Outdoor Image. Int. J. Comput. Vis. 98(2): 123-145 (2012) - [j15]Carl Doersch, Saurabh Singh, Abhinav Gupta, Josef Sivic, Alexei A. Efros:
What makes Paris look like Paris? ACM Trans. Graph. 31(4): 101:1-101:9 (2012) - [c45]Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert:
Object Instance Sharing by Enhanced Bounding Box Correspondence. BMVC 2012: 1-11 - [c44]Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert:
How Important Are "Deformable Parts" in the Deformable Parts Model? ECCV Workshops (3) 2012: 31-40 - [c43]Saurabh Singh, Abhinav Gupta, Alexei A. Efros:
Unsupervised Discovery of Mid-Level Discriminative Patches. ECCV (2) 2012: 73-86 - [c42]Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros, Antonio Torralba:
Undoing the Damage of Dataset Bias. ECCV (1) 2012: 158-171 - [c41]Vincent Delaitre, David F. Fouhey, Ivan Laptev, Josef Sivic, Abhinav Gupta, Alexei A. Efros:
Scene Semantics from Long-Term Observation of People. ECCV (6) 2012: 284-298 - [c40]Frank Palermo, James Hays, Alexei A. Efros:
Dating Historical Color Images. ECCV (6) 2012: 499-512 - [c39]David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, Josef Sivic:
People Watching: Human Actions as a Cue for Single View Geometry. ECCV (5) 2012: 732-745 - [c38]Hongwen Kang, Martial Hebert, Alexei A. Efros, Takeo Kanade:
Connecting Missing Links: Object Discovery from Sparse Observations Using 5 Million Product Images. ECCV (6) 2012: 794-807 - [c37]Tomasz Malisiewicz, Abhinav Shrivastava, Abhinav Gupta, Alexei A. Efros:
Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval. ICML 2012 - [i2]Saurabh Singh, Abhinav Gupta, Alexei A. Efros:
Unsupervised Discovery of Mid-Level Discriminative Patches. CoRR abs/1205.3137 (2012) - [i1]Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert:
How important are Deformable Parts in the Deformable Parts Model? CoRR abs/1206.3714 (2012) - 2011
- [j14]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Recovering Occlusion Boundaries from an Image. Int. J. Comput. Vis. 91(3): 328-346 (2011) - [j13]Abhinav Shrivastava, Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros:
Data-driven visual similarity for cross-domain image matching. ACM Trans. Graph. 30(6): 154 (2011) - [c36]Antonio Torralba, Alexei A. Efros:
Unbiased look at dataset bias. CVPR 2011: 1521-1528 - [c35]Abhinav Gupta, Scott Satkin, Alexei A. Efros, Martial Hebert:
From 3D scene geometry to human workspace. CVPR 2011: 1961-1968 - [c34]Tomasz Malisiewicz, Abhinav Gupta, Alexei A. Efros:
Ensemble of exemplar-SVMs for object detection and beyond. ICCV 2011: 89-96 - 2010
- [j12]Jean-François Lalonde, Srinivasa G. Narasimhan, Alexei A. Efros:
What Do the Sun and the Sky Tell Us About the Camera? Int. J. Comput. Vis. 88(1): 24-51 (2010) - [c33]Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan:
Detecting Ground Shadows in Outdoor Consumer Photographs. ECCV (2) 2010: 322-335 - [c32]Abhinav Gupta, Alexei A. Efros, Martial Hebert:
Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics. ECCV (4) 2010: 482-496 - [c31]Alexei A. Efros:
Significant New Researcher Award. SIGGRAPH Awards 2010: 3:1
2000 – 2009
- 2009
- [j11]Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan:
Webcam clip art: appearance and illuminant transfer from time-lapse sequences. ACM Trans. Graph. 28(5): 131 (2009) - [c30]Hongwen Kang, Alexei A. Efros, Martial Hebert, Takeo Kanade:
Image matching in large scale indoor environment. CVPR Workshops 2009: 33-40 - [c29]Santosh Kumar Divvala, Derek Hoiem, James Hays, Alexei A. Efros, Martial Hebert:
An empirical study of context in object detection. CVPR 2009: 1271-1278 - [c28]Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan:
Estimating natural illumination from a single outdoor image. ICCV 2009: 183-190 - [c27]Evangelos Kalogerakis, Olga Vesselova, James Hays, Alexei A. Efros, Aaron Hertzmann:
Image sequence geolocation with human travel priors. ICCV 2009: 253-260 - [c26]Hongwen Kang, Alexei A. Efros, Martial Hebert, Takeo Kanade:
Image composition for object pop-out. ICCV Workshops 2009: 681-688 - [c25]Tomasz Malisiewicz, Alexei A. Efros:
Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships. NIPS 2009: 1222-1230 - [c24]Bryan C. Russell, Alexei A. Efros, Josef Sivic, Bill Freeman, Andrew Zisserman:
Segmenting Scenes by Matching Image Composites. NIPS 2009: 1580-1588 - [c23]Alexei A. Efros, Ramesh Raskar, Steven M. Seitz:
Next billion cameras. SIGGRAPH Courses 2009: 17:1-17:131 - 2008
- [j10]James Hays, Alexei A. Efros:
Scene completion using millions of photographs. Commun. ACM 51(10): 87-94 (2008) - [j9]Minh Hoai Nguyen, Jean-François Lalonde, Alexei A. Efros, Fernando De la Torre:
Image-based Shaving. Comput. Graph. Forum 27(2): 627-635 (2008) - [j8]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Putting Objects in Perspective. Int. J. Comput. Vis. 80(1): 3-15 (2008) - [c22]Santosh Kumar Divvala, Alexei A. Efros, Martial Hebert:
Can similar scenes help surface layout estimation? CVPR Workshops 2008: 1-8 - [c21]James Hays, Alexei A. Efros:
IM2GPS: estimating geographic information from a single image. CVPR 2008 - [c20]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Closing the loop in scene interpretation. CVPR 2008 - [c19]Tomasz Malisiewicz, Alexei A. Efros:
Recognition by association via learning per-exemplar distances. CVPR 2008 - [c18]Josef Sivic, Bryan C. Russell, Andrew Zisserman, William T. Freeman, Alexei A. Efros:
Unsupervised discovery of visual object class hierarchies. CVPR 2008 - [c17]Jean-François Lalonde, Srinivasa G. Narasimhan, Alexei A. Efros:
What Does the Sky Tell Us about the Camera? ECCV (4) 2008: 354-367 - 2007
- [j7]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Recovering Surface Layout from an Image. Int. J. Comput. Vis. 75(1): 151-172 (2007) - [j6]Jean-François Lalonde, Derek Hoiem, Alexei A. Efros, Carsten Rother, John M. Winn, Antonio Criminisi:
Photo clip art. ACM Trans. Graph. 26(3): 3 (2007) - [j5]James Hays, Alexei A. Efros:
Scene completion using millions of photographs. ACM Trans. Graph. 26(3): 4 (2007) - [c16]Stefan Zickler, Alexei A. Efros:
Detection of Multiple Deformable Objects using PCA-SIFT. AAAI 2007: 1127-1133 - [c15]Tomasz Malisiewicz, Alexei A. Efros:
Improving Spatial Support for Objects via Multiple Segmentations. BMVC 2007: 1-10 - [c14]Derek Hoiem, Andrew N. Stein, Alexei A. Efros, Martial Hebert:
Recovering Occlusion Boundaries from a Single Image. ICCV 2007: 1-8 - [c13]Jean-François Lalonde, Alexei A. Efros:
Using Color Compatibility for Assessing Image Realism. ICCV 2007: 1-8 - 2006
- [c12]Bryan C. Russell, William T. Freeman, Alexei A. Efros, Josef Sivic, Andrew Zisserman:
Using Multiple Segmentations to Discover Objects and their Extent in Image Collections. CVPR (2) 2006: 1605-1614 - [c11]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Putting Objects in Perspective. CVPR (2) 2006: 2137-2144 - [c10]James Hays, Marius Leordeanu, Alexei A. Efros, Yanxi Liu:
Discovering Texture Regularity as a Higher-Order Correspondence Problem. ECCV (2) 2006: 522-535 - [c9]Bart C. Nabbe, Derek Hoiem, Alexei A. Efros, Martial Hebert:
Opportunistic Use of Vision to Push Back the Path-Planning Horizon. IROS 2006: 2388-2393 - 2005
- [j4]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Automatic photo pop-up. ACM Trans. Graph. 24(3): 577-584 (2005) - [j3]Liu Ren, Alton Patrick, Alexei A. Efros, Jessica K. Hodgins, James M. Rehg:
A data-driven approach to quantifying natural human motion. ACM Trans. Graph. 24(3): 1090-1097 (2005) - [c8]Josef Sivic, Bryan C. Russell, Alexei A. Efros, Andrew Zisserman, William T. Freeman:
Discovering Objects and their Localization in Images. ICCV 2005: 370-377 - [c7]Derek Hoiem, Alexei A. Efros, Martial Hebert:
Geometric Context from a Single Image. ICCV 2005: 654-661 - 2004
- [c6]Greg Mori, Xiaofeng Ren, Alexei A. Efros, Jitendra Malik:
Recovering Human Body Configurations: Combining Segmentation and Recognition. CVPR (2) 2004: 326-333 - [c5]Alexei A. Efros, Volkan Isler, Jianbo Shi, Mirkó Visontai:
Seeing through water. NIPS 2004: 393-400 - 2003
- [c4]Alexei A. Efros, Alexander C. Berg, Greg Mori, Jitendra Malik:
Recognizing Action at a Distance. ICCV 2003: 726-733 - 2001
- [c3]Alexei A. Efros, William T. Freeman:
Image quilting for texture synthesis and transfer. SIGGRAPH 2001: 341-346
1990 – 1999
- 1999
- [j2]Tarek M. Sobh, Mohamed Dekhil, Alyosha A. Efros:
Sensing under Uncertainty for Mobile Robots. J. Intell. Robotic Syst. 25(1): 1-25 (1999) - [c2]Alexei A. Efros, Thomas K. Leung:
Texture Synthesis by Non-parametric Sampling. ICCV 1999: 1033-1038 - 1996
- [j1]Thomas C. Henderson, Alexei A. Efros:
Evolutionary teleomorphology. Robotics Auton. Syst. 19(1): 23-31 (1996) - 1994
- [c1]Thomas C. Henderson, Alexei A. Efros:
Bio-Based Control for Intelligent Autonomous Systems. Modelling and Planning for Sensor Based Intelligent Robot Systems 1994: 431-442
Coauthor Index
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