Section 11.2
Gen AI Topics

In the remainder of the lecture we will cover the variational auto-encoder [54, 55] and introduce the evidence lower-bound as a tractable surrogate for the log-likelihood of the observed data. We then discuss diffusion models and flow models [79] in the context of image generation [45, 86, 94].