17 citations · 49 across the 6 of their papers we have counts for
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cs.AI2022★ 5 cited
Grasping Causality for the Explanation of Criticality for Automated Driving
Tjark Koopmann, Christian Neurohr, Lina Putze +3
The verification and validation of automated driving systems at SAE levels 4 and 5 is a multi-faceted challenge for which classical statistical considerations become infeasible. Fo…
cs.SE2022★ 1 cited
Architectural patterns for handling runtime uncertainty of data-driven models in safety-critical perception
Janek Groß, Rasmus Adler, Michael Kläs +3
Data-driven models (DDM) based on machine learning and other AI techniques play an important role in the perception of increasingly autonomous systems. Due to the merely implicit d…