Uncertainty Quantification and Resource-Demanding Computer Vision Applications of Deep Learning

Julian Burghoff, Robin Chan, Hanno Gottschalk +4

Bringing deep neural networks (DNNs) into safety critical applications such as automated driving, medical imaging and finance, requires a thorough treatment of the model's uncertai…