Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty

Fabio Arnez, Huascar Espinoza, Ansgar Radermacher +1

Uncertainty quantification methods are required in autonomous systems that include deep learning (DL) components to assess the confidence of their estimations. However, to successf…