Check if the data output is uni or multi modal. If distributions are skewed, logarithmise respective features. Inspect either visually, or run one of the https://en.wikipedia.org/wiki/Normality_test. In case of multi modal data, implement a mixture density auto encoder. Then make th latent space variational, too.
Check if the data output is uni or multi modal. If distributions are skewed, logarithmise respective features. Inspect either visually, or run one of the https://en.wikipedia.org/wiki/Normality_test. In case of multi modal data, implement a mixture density auto encoder. Then make th latent space variational, too.