Ansgar Radermacher | DeepAI

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Featured Co-authors

Huascar Espinoza
6 publications
Fabio Arnez
5 publications
François Terrier
3 publications

∙ 01/12/2023

Towards Dependable Autonomous Systems Based on Bayesian Deep Learning Components

As autonomous systems increasingly rely on Deep Neural Networks (DNN) to...

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∙ 06/04/2022

Quantifying and Using System Uncertainty in UAV Navigation

As autonomous systems increasingly rely on Deep Neural Networks (DNN) to...

0 Fabio Arnez, et al. ∙

∙ 10/26/2021

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

Uncertainty quantification methods are required in autonomous systems th...

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∙ 06/26/2020

A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications

A key to ensuring safety in Autonomous Vehicles (AVs) is to avoid any ab...

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