Training the Variational Autoencoder After applying the reparameterization trick
Have you read Doersch's tutorial on VAE? In paragraph 1.1 the author shows main intuitions behind the latent model and in the following sections he goes deeper into the explanation of how a VAE works. I think it's a good starting point to approach to VAEs.