Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks

Henning Petzka, Ted Kronvall, Cristian Sminchisescu

Interpolations in the latent space of deep generative models is one of the standard tools to synthesize semantically meaningful mixtures of generated samples. As the generator func…