| Designing neural network architectures using reinforcement learning B Baker, O Gupta, N Naik, R Raskar arXiv preprint arXiv:1611.02167, 2016 | 1229 | 2016 |
| 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 | 604 | 2012 |
| Accelerating neural architecture search using performance prediction B Baker, O Gupta, R Raskar, N Naik arXiv preprint arXiv:1705.10823, 2017 | 260 | 2017 |
| Distributed learning of deep neural network over multiple agents O Gupta, R Raskar Journal of Network and Computer Applications 116, 1-8, 2018 | 202 | 2018 |
| 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 | 187 | 2019 |
| 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 | 157 | 2018 |
| 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 | 150 | 2012 |
| 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 | 109 | 2017 |
| Maximum-entropy fine grained classification A Dubey, O Gupta, R Raskar, N Naik Advances in neural information processing systems 31, 2018 | 94 | 2018 |
| 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 1, 2018 | 78 | 2018 |
| Aminoglycoside nephrotoxicity revisited JS Sandhu, A Sehgal, O Gupta, A Singh Journal, Indian Academy of Clinical Medicine 8 (4), 331-333, 2007 | 56 | 2007 |
| Reducing leakage in distributed deep learning for sensitive health data P Vepakomma, O Gupta, A Dubey, R Raskar arXiv preprint arXiv:1812.00564 2, 2019 | 53 | 2019 |
| 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 | 51* | 2019 |
| 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 | 45 | 2018 |
| 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 | 39 | 2016 |
| 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 | 32 | 2017 |
| Machine learning approaches for large scale classification of produce O Gupta, AJ Das, J Hellerstein, R Raskar Scientific reports 8 (1), 1-8, 2018 | 24 | 2018 |
| 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 | 23 | 2017 |
| NoPeek: Information leakage reduction to share activations in distributed deep learning P Vepakomma, A Singh, O Gupta, R Raskar 2020 International Conference on Data Mining Workshops (ICDMW), 933-942, 2020 | 22 | 2020 |
| Illumination invariants in deep video expression recognition O Gupta, D Raviv, R Raskar Pattern Recognition 76, 25-35, 2018 | 22 | 2018 |
Ramesh RaskarAssociate Professor, MIT Media LabVerified email at mit.edu
