~I think you have these two backwards: "1. Implicit distribution learning - VAE or autoregressive based techniques 2. Explicit learning of the distribution - GAN based models. The way these two model the distribution is fundamentally different."~

edit, someone else pointed this out hours ago and provided a much more detailed answer.