Probabilistic Skip Connections for Deterministic Uncertainty Quantification in Deep Neural Networks

Felix Jimenez, Matthias Katzfuss

Deterministic uncertainty quantification (UQ) in deep learning aims to estimate uncertainty with a single pass through a network by leveraging outputs from the network's feature ex…