Phillip Isola

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Alexei A. EfrosUC BerkeleyVerified email at eecs.berkeley.edu
Jun-Yan ZhuAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Richard ZhangSenior Research Scientist, AdobeVerified email at adobe.com
Taesung ParkAdobe ResearchVerified email at adobe.com
Dilip KrishnanResearch Scientist, GoogleVerified email at google.com
Antonio TorralbaProfessor of Computer Science, MITVerified email at csail.mit.edu
Aude OlivaSenior Research Scientist, CSAIL, MIT Director MIT-IBM Lab, MIT College Director IndustryVerified email at mit.edu
Yonglong TianGoogle Research; MITVerified email at mit.edu
Tinghui ZhouPhD student, UC BerkeleyVerified email at berkeley.edu
Edward H AdelsonProfessor of Vision Science, MITVerified email at csail.mit.edu
Tongzhou WangMassachusetts Institute of TechnologyVerified email at mit.edu
Eli ShechtmanAdobe ResearchVerified email at adobe.com
Ce LiuChief Architect for Computer Vision, Microsoft Azure AI; IEEE FellowVerified email at microsoft.com
Lin Yen-ChenMassachusetts Institute of TechnologyVerified email at mit.edu
Zoya Bylinskii (Gavrilov)Research Scientist, AdobeVerified email at adobe.com
Lucy ChaiMassachusetts Institute of TechnologyVerified email at mit.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Oliver WangAdobe ResearchVerified email at adobe.com
Aaron SarnaSenior Software Engineer, GoogleVerified email at google.com

Phillip Isola

Associate Professor, MIT

Verified email at mit.edu - Homepage

Computer Vision Machine Learning AI Cognitive Science


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Image-to-image translation with conditional adversarial networks P Isola, JY Zhu, T Zhou, AA Efros Proceedings of the IEEE conference on computer vision and pattern …, 2017	18237	2017
Unpaired image-to-image translation using cycle-consistent adversarial networks JY Zhu, T Park, P Isola, AA Efros Proceedings of the IEEE international conference on computer vision, 2223-2232, 2017	17813	2017
The unreasonable effectiveness of deep features as a perceptual metric R Zhang, P Isola, AA Efros, E Shechtman, O Wang Proceedings of the IEEE conference on computer vision and pattern …, 2018	5352	2018
Colorful image colorization R Zhang, P Isola, AA Efros Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	3473	2016
Cycada: Cycle-consistent adversarial domain adaptation J Hoffman, E Tzeng, T Park, JY Zhu, P Isola, K Saenko, AA Efros, T Darrell ICML 2018, 2018	2656	2018
Supervised contrastive learning P Khosla, P Teterwak, C Wang, A Sarna, Y Tian, P Isola, A Maschinot, ... NeurIPS 2020, 2020	2292	2020
Contrastive multiview coding Y Tian, D Krishnan, P Isola ECCV 2020, 2020	1764	2020
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere T Wang, P Isola ICML 2020, 2020	919	2020
What makes for good views for contrastive learning Y Tian, C Sun, B Poole, D Krishnan, C Schmid, P Isola NeurIPS 2020, 2020	804	2020
Contrastive representation distillation Y Tian, D Krishnan, P Isola ICLR 2020, 2020	715	2020
Split-brain autoencoders: Unsupervised learning by cross-channel prediction R Zhang, P Isola, AA Efros Proceedings of the IEEE conference on computer vision and pattern …, 2017	689	2017
What makes a visualization memorable? MA Borkin, AA Vo, Z Bylinskii, P Isola, S Sunkavalli, A Oliva, H Pfister IEEE transactions on visualization and computer graphics 19 (12), 2306-2315, 2013	677	2013
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? Y Tian, Y Wang, D Krishnan, JB Tenenbaum, P Isola ECCV 2020, 2020	646	2020
Real-time user-guided image colorization with learned deep priors R Zhang, JY Zhu, P Isola, X Geng, AS Lin, T Yu, AA Efros arXiv preprint arXiv:1705.02999, 2017	596	2017
What makes an image memorable? P Isola, J Xiao, A Torralba, A Oliva CVPR 2011, 145-152, 2011	494	2011
Visually indicated sounds A Owens, P Isola, J McDermott, A Torralba, EH Adelson, WT Freeman Proceedings of the IEEE conference on computer vision and pattern …, 2016	377	2016
The intrinsic memorability of face photographs. WA Bainbridge, P Isola, A Oliva Journal of Experimental Psychology: General 142 (4), 1323, 2013	360	2013
On the ''steerability" of generative adversarial networks A Jahanian, L Chai, P Isola ICLR 2020, 2020	323	2020
What makes a photograph memorable? P Isola, J Xiao, D Parikh, A Torralba, A Oliva IEEE transactions on pattern analysis and machine intelligence 36 (7), 1469-1482, 2013	322	2013
Combining self-supervised learning and imitation for vision-based rope manipulation A Nair, D Chen, P Agrawal, P Isola, P Abbeel, J Malik, S Levine 2017 IEEE international conference on robotics and automation (ICRA), 2146-2153, 2017	268	2017

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