Phillip Isola
Phillip Isola
Assistant Professor, MIT
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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
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
Colorful image colorization
R Zhang, P Isola, AA Efros
European conference on computer vision, 649-666, 2016
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
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
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
What makes an image memorable?
P Isola, J Xiao, A Torralba, A Oliva
CVPR 2011, 145-152, 2011
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
Contrastive multiview coding
Y Tian, D Krishnan, P Isola
ECCV 2020, 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
The intrinsic memorability of face photographs.
WA Bainbridge, P Isola, A Oliva
Journal of Experimental Psychology: General 142 (4), 1323, 2013
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
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
Understanding the intrinsic memorability of images
P Isola, D Parikh, A Torralba, A Oliva
Advances in neural information processing systems, 2429-2437, 2011
Crisp boundary detection using pointwise mutual information
P Isola, D Zoran, D Krishnan, EH Adelson
European Conference on Computer Vision, 799-814, 2014
Multidimensional visual statistical learning.
NB Turk-Browne, PJ Isola, BJ Scholl, TA Treat
Journal of Experimental Psychology: Learning, Memory, and Cognition 34 (2), 399, 2008
Intrinsic and extrinsic effects on image memorability
Z Bylinskii, P Isola, C Bainbridge, A Torralba, A Oliva
Vision research 116, 165-178, 2015
Learning ordinal relationships for mid-level vision
D Zoran, P Isola, D Krishnan, WT Freeman
Proceedings of the IEEE International Conference on Computer Vision, 388-396, 2015
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
Evolved policy gradients
R Houthooft, Y Chen, P Isola, B Stadie, F Wolski, OAIJ Ho, P Abbeel
Advances in Neural Information Processing Systems, 5400-5409, 2018
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