Shibani Santurkar
Shibani Santurkar
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
How does batch normalization help optimization?
S Santurkar, D Tsipras, A Ilyas, A Madry
arXiv preprint arXiv:1805.11604, 2018
6482018
Robustness may be at odds with accuracy
D Tsipras, S Santurkar, L Engstrom, A Turner, A Madry
arXiv preprint arXiv:1805.12152, 2018
599*2018
Adversarial examples are not bugs, they are features
A Ilyas, S Santurkar, D Tsipras, L Engstrom, B Tran, A Madry
arXiv preprint arXiv:1905.02175, 2019
5242019
Adversarially robust generalization requires more data
L Schmidt, S Santurkar, D Tsipras, K Talwar, A Mądry
arXiv preprint arXiv:1804.11285, 2018
3402018
Generative compression
S Santurkar, D Budden, N Shavit
2018 Picture Coding Symposium (PCS), 258-262, 2018
1302018
Image synthesis with a single (robust) classifier
S Santurkar, D Tsipras, B Tran, A Ilyas, L Engstrom, A Madry
arXiv preprint arXiv:1906.09453, 2019
64*2019
Implementation matters in deep rl: A case study on ppo and trpo
L Engstrom, A Ilyas, S Santurkar, D Tsipras, F Janoos, L Rudolph, ...
International conference on learning representations, 2019
61*2019
Learning perceptually-aligned representations via adversarial robustness
L Engstrom, A Ilyas, S Santurkar, D Tsipras, B Tran, A Madry
arXiv preprint arXiv:1906.00945 2 (3), 5, 2019
61*2019
A closer look at deep policy gradients
A Ilyas, L Engstrom, S Santurkar, D Tsipras, F Janoos, L Rudolph, ...
arXiv preprint arXiv:1811.02553, 2018
61*2018
A classification-based study of covariate shift in gan distributions
S Santurkar, L Schmidt, A Madry
International Conference on Machine Learning, 4480-4489, 2018
43*2018
Robustness (python library), 2019
L Engstrom, A Ilyas, S Santurkar, D Tsipras
URL https://github. com/MadryLab/robustness 4 (4), 4.3, 0
32
Deep tensor convolution on multicores
D Budden, A Matveev, S Santurkar, SR Chaudhuri, N Shavit
Proceedings of the 34th International Conference on Machine Learning, 2017
272017
Identifying statistical bias in dataset replication
L Engstrom, A Ilyas, S Santurkar, D Tsipras, J Steinhardt, A Madry
International Conference on Machine Learning, 2922-2932, 2020
142020
A Discussion of'Adversarial Examples Are Not Bugs, They Are Features': Discussion and Author Responses
L Engstrom, A Ilyas, A Madry, S Santurkar, B Tran, D Tsipras
Distill 4 (8), e00019. 7, 2019
122019
From imagenet to image classification: Contextualizing progress on benchmarks
D Tsipras, S Santurkar, L Engstrom, A Ilyas, A Madry
International Conference on Machine Learning, 9625-9635, 2020
82020
Toward streaming synapse detection with compositional convnets
S Santurkar, D Budden, A Matveev, H Berlin, H Saribekyan, Y Meirovitch, ...
arXiv preprint arXiv:1702.07386, 2017
82017
C. elegans chemotaxis inspired neuromorphic circuit for contour tracking and obstacle avoidance
S Santurkar, B Rajendran
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
8*2015
Breeds: Benchmarks for subpopulation shift
S Santurkar, D Tsipras, A Madry
arXiv preprint arXiv:2008.04859, 2020
62020
Towards generative compression
SSV Santurkar
Massachusetts Institute of Technology, 2017
2017
From ImageNet to Image Classification: Contextualizing Progress on Benchmarks Download PDF
D Tsipras, S Santurkar, L Engstrom, A Ilyas, A Madry
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Articles 1–20