Department of Computer Science, TU Dortmund University; School of Computer and Communication Sciences, EPFL; School of Mathematics and Natural Sciences, University of Wuppertal
Philipp Oberdiek, Gernot Fink, Matthias Rottmann
uncertainty quantification;deep neural network;GAN;out-of-distribution
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs