Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions
VAE requires the standard Gaussian distribution as a prior in the latent space. Since all codes tend to follow the same prior, it often suffers the so-called "posterior collapse". To avoid this, this paper introduces the class specific distribution for the latent code. But different from CVAE, we present a …