Comment by cgs1019

To grok the ELBO, don't start with VAEs; start with basic variational inference. https://arxiv.org/abs/1601.00670 is good, though maybe increasingly dated...Once you're happy with VI in general, https://arxiv.org/abs/1606.05908 is a nice read on the VAE.