Otkrist Gupta
Otkrist Gupta
Research Assistant at MIT Media Lab
Verified email at media.mit.edu - Homepage
Title
Cited by
Cited by
Year
Designing neural network architectures using reinforcement learning
B Baker, O Gupta, N Naik, R Raskar
arXiv preprint arXiv:1611.02167, 2016
8822016
Recovering three-dimensional shape around a corner using ultrafast time-of-flight imaging
A Velten, T Willwacher, O Gupta, A Veeraraghavan, MG Bawendi, ...
Nature communications 3 (1), 1-8, 2012
5342012
Accelerating neural architecture search using performance prediction
B Baker, O Gupta, R Raskar, N Naik
arXiv preprint arXiv:1705.10823, 2017
1792017
Split learning for health: Distributed deep learning without sharing raw patient data
P Vepakomma, O Gupta, T Swedish, R Raskar
arXiv preprint arXiv:1812.00564, 2019
1322019
Reconstruction of hidden 3D shapes using diffuse reflections
O Gupta, T Willwacher, A Velten, A Veeraraghavan, R Raskar
Optics express 20 (17), 19096-19108, 2012
1322012
Distributed learning of deep neural network over multiple agents
O Gupta, R Raskar
Journal of Network and Computer Applications 116, 1-8, 2018
1082018
Pairwise confusion for fine-grained visual classification
A Dubey, O Gupta, P Guo, R Raskar, R Farrell, N Naik
Proceedings of the European conference on computer vision (ECCV), 70-86, 2018
1012018
Object classification through scattering media with deep learning on time resolved measurement
G Satat, M Tancik, O Gupta, B Heshmat, R Raskar
Optics express 25 (15), 17466-17479, 2017
892017
Maximum-entropy fine-grained classification
A Dubey, O Gupta, R Raskar, N Naik
arXiv preprint arXiv:1809.05934, 2018
602018
Aminoglycoside nephrotoxicity revisited
JS Sandhu, A Sehgal, O Gupta, A Singh
Journal, Indian Academy of Clinical Medicine 8 (4), 331-333, 2007
552007
Reducing leakage in distributed deep learning for sensitive health data
P Vepakomma, O Gupta, A Dubey, R Raskar
arXiv preprint arXiv:1812.00564, 2019
392019
No peek: A survey of private distributed deep learning
P Vepakomma, T Swedish, R Raskar, O Gupta, A Dubey
arXiv preprint arXiv:1812.03288, 2018
332018
Real-time physiological measurement and visualization using a synchronized multi-camera system
O Gupta, D McDuff, R Raskar
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
272016
Detailed comparison of communication efficiency of split learning and federated learning
RR Abhishek Singh, Praneeth Vepakomma, Otkrist Gupta
https://arxiv.org/pdf/1909.09145.pdf, 2019
24*2019
Automated segmentation of gingival diseases from oral images
A Rana, G Yauney, LC Wong, O Gupta, A Muftu, P Shah
2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT …, 2017
242017
Illumination invariants in deep video expression recognition
O Gupta, D Raviv, R Raskar
Pattern Recognition 76, 25-35, 2018
212018
Machine learning approaches for large scale classification of produce
O Gupta, AJ Das, J Hellerstein, R Raskar
Scientific reports 8 (1), 1-8, 2018
202018
Practical neural network performance prediction for early stopping
B Baker, O Gupta, R Raskar, N Naik
arXiv preprint arXiv:1705.10823 2 (3), 6, 2017
172017
Multi-velocity neural networks for facial expression recognition in videos
O Gupta, D Raviv, R Raskar
IEEE Transactions on Affective Computing 10 (2), 290-296, 2017
162017
Deep video gesture recognition using illumination invariants
O Gupta, D Raviv, R Raskar
arXiv preprint arXiv:1603.06531, 2016
102016
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