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
6862016
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
4632012
Accelerating neural architecture search using performance prediction
B Baker, O Gupta, R Raskar, N Naik
arXiv preprint arXiv:1705.10823, 2017
1332017
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
1122012
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
752017
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
652018
Distributed learning of deep neural network over multiple agents
O Gupta, R Raskar
Journal of Network and Computer Applications 116, 1-8, 2018
572018
Aminoglycoside nephrotoxicity revisited
JS Sandhu, A Sehgal, O Gupta, A Singh
J Indian Acad Clin Med 8 (4), 331-333, 2007
532007
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
482019
Maximum-entropy fine grained classification
A Dubey, O Gupta, R Raskar, N Naik
Advances in Neural Information Processing Systems, 637-647, 2018
372018
Reducing leakage in distributed deep learning for sensitive health data
P Vepakomma, O Gupta, A Dubey, R Raskar
arXiv preprint arXiv:1812.00564, 2019
252019
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
242016
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
182018
Tristan Swedish, and Ramesh Raskar. Split learning for health: Distributed deep learning without sharing raw patient data
P Vepakomma, O Gupta
arXiv preprint arXiv:1812.00564, 2018
182018
Illumination invariants in deep video expression recognition
O Gupta, D Raviv, R Raskar
Pattern Recognition 76, 25-35, 2018
162018
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
162017
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
162017
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
142017
Machine learning approaches for large scale classification of produce
O Gupta, AJ Das, J Hellerstein, R Raskar
Scientific reports 8 (1), 1-8, 2018
122018
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
11*2019
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