Phillip Isola

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Alexei A. EfrosDept. of Electrical Engineering and Computer Sciences, UC 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
Dilip KrishnanResearch Scientist, GoogleVerified email at google.com
Taesung ParkAdobe ResearchVerified email at adobe.com
Yonglong TianResearch Scientist, OpenAIVerified email at mit.edu
Aude OlivaSenior Research Scientist, CSAIL, MIT Director MIT-IBM Lab, MIT College Director IndustryVerified email at mit.edu
Antonio TorralbaProfessor of Computer Science, MITVerified email at csail.mit.edu
Eli ShechtmanSenior Principal Scientist, Adobe ResearchVerified email at adobe.com
Tinghui ZhouPhD student, UC BerkeleyVerified email at berkeley.edu
Oliver WangGoogle ResearchVerified email at adobe.com
Tongzhou WangMassachusetts Institute of TechnologyVerified email at mit.edu
Ce LiuAI Research Scientist Director, Meta GenAI; IEEE FellowVerified email at meta.com
Edward H AdelsonProfessor of Vision Science, MITVerified email at csail.mit.edu
Lucy ChaiMassachusetts Institute of TechnologyVerified email at mit.edu
Lin Yen-ChenMassachusetts Institute of TechnologyVerified email at mit.edu
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
Judy HoffmanAssistant Professor, Georgia TechVerified email at gatech.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Zoya Bylinskii (Gavrilov)Research Scientist, AdobeVerified email at adobe.com

Phillip Isola

Associate Professor, MIT

Verified email at mit.edu - Homepage

Computer Vision Machine Learning AI Cognitive Science


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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	25620	2017
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	25309	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	11690	2018
Supervised contrastive learning P Khosla, P Teterwak, C Wang, A Sarna, Y Tian, P Isola, A Maschinot, ... NeurIPS 2020, 2020	5162	2020
Colorful image colorization R Zhang, P Isola, AA Efros Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016	4412	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	3556	2018
Contrastive multiview coding Y Tian, D Krishnan, P Isola ECCV 2020, 2020	2767	2020
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere T Wang, P Isola ICML 2020, 2020	1913	2020
What makes for good views for contrastive learning Y Tian, C Sun, B Poole, D Krishnan, C Schmid, P Isola NeurIPS 2020, 2020	1442	2020
Contrastive representation distillation Y Tian, D Krishnan, P Isola ICLR 2020, 2020	1290	2020
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	1065	2020
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	831	2013
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	823	2017
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	768	2017
What makes an image memorable? P Isola, J Xiao, A Torralba, A Oliva CVPR 2011, 145-152, 2011	559	2011
The intrinsic memorability of face photographs. WA Bainbridge, P Isola, A Oliva Journal of Experimental Psychology: General 142 (4), 1323, 2013	479	2013
iNeRF: Inverting Neural Radiance Fields for Pose Estimation L Yen-Chen, P Florence, JT Barron, A Rodriguez, P Isola, TY Lin IROS 2021, 2020	466*	2020
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	465	2016
On the ''steerability" of generative adversarial networks A Jahanian, L Chai, P Isola ICLR 2020, 2020	446	2020
Exploring visual prompts for adapting large-scale models H Bahng, A Jahanian, S Sankaranarayanan, P Isola arXiv preprint arXiv:2203.17274, 2022	392*	2022

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