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
7942016
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
5072012
Accelerating neural architecture search using performance prediction
B Baker, O Gupta, R Raskar, N Naik
arXiv preprint arXiv:1705.10823, 2017
1672017
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
1282012
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
942019
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
822018
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
822017
Distributed learning of deep neural network over multiple agents
O Gupta, R Raskar
Journal of Network and Computer Applications 116, 1-8, 2018
802018
Aminoglycoside nephrotoxicity revisited
JS Sandhu, A Sehgal, O Gupta, A Singh
Journal, Indian Academy of Clinical Medicine 8 (4), 331-333, 2007
552007
Maximum-entropy fine-grained classification
A Dubey, O Gupta, R Raskar, N Naik
arXiv preprint arXiv:1809.05934, 2018
482018
Reducing leakage in distributed deep learning for sensitive health data
P Vepakomma, O Gupta, A Dubey, R Raskar
arXiv preprint arXiv:1812.00564, 2019
362019
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
252016
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
242018
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
222017
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
19*2019
Illumination invariants in deep video expression recognition
O Gupta, D Raviv, R Raskar
Pattern Recognition 76, 25-35, 2018
192018
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
152017
Machine learning approaches for large scale classification of produce
O Gupta, AJ Das, J Hellerstein, R Raskar
Scientific reports 8 (1), 1-8, 2018
132018
Deep video gesture recognition using illumination invariants
O Gupta, D Raviv, R Raskar
arXiv preprint arXiv:1603.06531, 2016
102016
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