in Computer Vision UQ ~ read.

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input(CVPR2018Oral)

Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input, Adel Bibi, Modar Alfadly, Bernard Ghanem
(CVPR2018)

talk: link

using closed form solution of the momentums of gaussian after nonlinear activation.....to do uq in deep learning