Degeneration in VAE: in the Light of Fisher Information Loss

Huangjie Zheng, Jiangchao Yao, Ya Zhang +1

While enormous progress has been made to Variational Autoencoder (VAE) in recent years, similar to other deep networks, VAE with deep networks suffers from the problem of degenerat…