Towards Dependable Autonomous Systems Based on Bayesian Deep Learning Components

Fabio Arnez, Huascar Espinoza, Ansgar Radermacher +1

As autonomous systems increasingly rely on Deep Neural Networks (DNN) to implement the navigation pipeline functions, uncertainty estimation methods have become paramount for estim…