Simple and principled uncertainty estimation with deterministic deep learning via distance awareness JZ Liu, Z Lin, S Padhy, D Tran, T Bedrax-Weiss, B Lakshminarayanan arXiv preprint arXiv:2006.10108, 2020 | 18 | 2020 |
Using deep Siamese neural networks for detection of brain asymmetries associated with Alzheimer's disease and mild cognitive impairment CF Liu, S Padhy, S Ramachandran, VX Wang, A Efimov, A Bernal, L Shi, ... Magnetic resonance imaging 64, 190-199, 2019 | 12 | 2019 |
Stochastic solutions to rough surface scattering using the finite element method UK Khankhoje, S Padhy IEEE Transactions on Antennas and Propagation 65 (8), 4170-4180, 2017 | 10 | 2017 |
Evaluating prediction-time batch normalization for robustness under covariate shift Z Nado, S Padhy, D Sculley, A D'Amour, B Lakshminarayanan, J Snoek arXiv preprint arXiv:2006.10963, 2020 | 9 | 2020 |
Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks S Padhy, Z Nado, J Ren, J Liu, J Snoek, B Lakshminarayanan arXiv preprint arXiv:2007.05134, 2020 | 4 | 2020 |
Analyzing shape and residual pose of subcortical structures in brains of subjects with schizophrenia S Padhy Johns Hopkins University, 2019 | | 2019 |
Very High Energy Ground Based Gamma Ray Telescopy Using TACTIC M Reddy, A Gupta, S Padhy, PR Hebbar arXiv preprint arXiv:1812.03429, 2018 | | 2018 |