U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation

Steven Landgraf, Markus Hillemann, Kira Wursthorn +1

Deep neural networks have shown exceptional performance in various tasks, but their lack of robustness, reliability, and tendency to be overconfident pose challenges for their depl…