Beta-Sigma VAE: Separating beta and decoder variance in Gaussian variational autoencoder

Seunghwan Kim, Seungkyu Lee

Variational autoencoder (VAE) is an established generative model but is notorious for its blurriness. In this work, we investigate the blurry output problem of VAE and resolve it,…