Post-hoc Uncertainty Calibration for Domain Drift Scenarios

1 code implementation • CVPR 2021 • Christian Tomani, Sebastian Gruber, Muhammed Ebrar Erdem, Daniel Cremers, Florian Buettner

First, we show that existing post-hoc calibration methods yield highly over-confident predictions under domain shift.