Shreyas Padhy
Shreyas Padhy
Google Brain, Cambridge
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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
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
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
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
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
Analyzing shape and residual pose of subcortical structures in brains of subjects with schizophrenia
S Padhy
Johns Hopkins University, 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
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