Latent Space Optimal Transport for Generative Models

Huidong Liu, Yang Guo, Na Lei +4

Variational Auto-Encoders enforce their learned intermediate latent-space data distribution to be a simple distribution, such as an isotropic Gaussian. However, this causes the pos…