Uniform Transformation: Refining Latent Representation in Variational Autoencoders

Ye Shi, C. S. George Lee

Irregular distribution in latent space causes posterior collapse, misalignment between posterior and prior, and ill-sampling problem in Variational Autoencoders (VAEs). In this pap…