Embedding-reparameterization procedure for manifold-valued latent variables in generative models

6 Dec 2018Eugene GolikovMaksim Kretov

Conventional prior for Variational Auto-Encoder (VAE) is a Gaussian distribution. Recent works demonstrated that choice of prior distribution affects learning capacity of VAE models... (read more)

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