Fabio Arnez

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Autonomous Systems

Design Considerations

Top Venues

SAFECOMP Workshops

DroneSE/RAPIDO@HiPEAC

Publications

Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier
Towards Dependable Autonomous Systems Based on Bayesian Deep Learning Components. CoRR (2023)
Fabio Arnez, Ansgar Radermacher, François Terrier
Out-of-Distribution Detection Using Deep Neural Network Latent Space Uncertainty. SafeAI@AAAI (2023)
Guillaume Ollier, Fabio Arnez, Morayo Adedjouma, Raphaël Lallement, Simos Gerasimou, Chokri Mraidha
Towards an Ontological Methodology for Dynamic Dependability Management of Unmanned Aerial Vehicles. DroneSE/RAPIDO@HiPEAC (2023)
Fabio Arnez, Guillaume Ollier, Ansgar Radermacher, Morayo Adedjouma, Simos Gerasimou, Chokri Mraidha, François Terrier
Skeptical Dynamic Dependability Management for Automated Systems. DSD (2022)
Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier
Towards Dependable Autonomous Systems Based on Bayesian Deep Learning Components. EDCC (2022)
Dennis Casazola, Fabio Arnez, Huáscar Espinoza
Design Considerations of an Unmanned Aerial Vehicle for Aerial Filming. CoRR (2022)
Fabio Arnez, Ansgar Radermacher, Huáscar Espinoza
Quantifying and Using System Uncertainty in UAV Navigation. CoRR (2022)
Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier
Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty. SAFECOMP Workshops (2021)
Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier
Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty. CoRR (2021)
Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier
A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications. AISafety@IJCAI (2020)
Fabio Arnez, Huáscar Espinoza, Ansgar Radermacher, François Terrier
A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications. CoRR (2020)