Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders

Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen

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 ne…