On the Calibration of Uncertainty Estimation in LiDAR-based Semantic Segmentation

Mariella Dreissig, Florian Piewak, Joschka Boedecker

The confidence calibration of deep learning-based perception models plays a crucial role in their reliability. Especially in the context of autonomous driving, downstream tasks lik…