Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates

Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang 0001, Marios Koulakis, Manuel Martínez 0001, Rainer Stiefelhagen. Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Transactions on Intelligent Transportation Systems, 23(12):25271-25286, 2022. [doi]

Abstract

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