2019
Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models
ICLR 2019poster
Generative models such as Variational Auto Encoders (VAEs) and Generative Adversarial Networks (GANs) are typically trained for a fixed prior distribution in the latent space, such as uniform or Gaussian. After a trained model is obtained, one can sample the Generator in various forms for exploratio…