Thomas Haugland Johansen

Simpler is Better: Spectral Regularization and Up-Sampling Techniques for Variational Autoencoders

Full characterization of the spectral behavior of generative models based on neural networks remains an open issue. Recent research has focused heavily on generative adversarial networks and the high-frequency discrepancies between real and generated images. The current solution to avoid this is to…