Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks

1 code implementation • 9 Jul 2022 • Christoph Angermann, Markus Haltmeier, Ahsan Raza Siyal

To ensure a structure-preserving mapping from the input to the target domain, existing methods for unpaired image transfer are commonly based on cycle-consistency, causing additional computational resources and instability due to the learning of an inverse mapping.

Data Augmentation Uncertainty Quantification