Stanford CS330 I Variational Inference and Generative Models l 2022 I Lecture 11

For more information about Stanford's Artificial Intelligence programs visit: https://stanford.io/ai To follow along with the course, visit: https://cs330.stanford.edu/ To view all online courses and programs offered by Stanford, visit: http://online.stanford.edu​ Chelsea Finn Computer Science, PhD Plan for Today 1. Latent variable models 2. Variational inference 3. Amortized variational inference 4. Example latent variables models Goals • Understand latent variable models in deep learning • Understand how to use (amortized) variational inference