Rare-Aware Autoencoding: Reconstructing Spatially Imbalanced Data

Alejandro Castañeda Garcia, Jan van Gemert, Daan Brinks +1

Autoencoders can be challenged by spatially non-uniform sampling of image content. This is common in medical imaging, biology, and physics, where informative patterns occur rarely…