Xiao-Zhou Gao

Latent Space Representation Learning Based on Variational Autoencoders

The study demonstrates that the VAE possesses significant advantages in state compression and uncertainty modeling, but suffers from issues such as blurry image generation and oversimplified posterior distribution assumptions.