Deep Dive into Semi-Supervised ELBO for Improving Classification Performance

Fahim Faisal Niloy, M. Ashraful Amin, AKM Mahbubur Rahman +1

Decomposition of the evidence lower bound (ELBO) objective of VAE used for density estimation revealed the deficiency of VAE for representation learning and suggested ways to impro…