A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model

Steffen Czolbe, Oswin Krause, Ingemar Cox +1

To train Variational Autoencoders (VAEs) to generate realistic imagery requires a loss function that reflects human perception of image similarity. We propose such a loss function…