On Linear Interpolation in the Latent Space of Deep Generative Models

Mike Yan Michelis, Quentin Becker

The underlying geometrical structure of the latent space in deep generative models is in most cases not Euclidean, which may lead to biases when comparing interpolation capabilitie…