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Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties

Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties

Augustin Prado
Ravinath Kausik
Lalitha Venkataramanan
ArXiv (abs)PDFHTML

Papers citing "Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties"

2 / 2 papers shown
Title
Accurate Uncertainties for Deep Learning Using Calibrated Regression
Accurate Uncertainties for Deep Learning Using Calibrated Regression
Volodymyr Kuleshov
Nathan Fenner
Stefano Ermon
BDLUQCV
193
633
0
01 Jul 2018
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
Alex Kendall
Y. Gal
BDLOODUDUQCVPER
354
4,709
0
15 Mar 2017

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