Diffusion Models in Machine Learning - Lecture 16

Explore the fascinating world of diffusion models in this comprehensive lecture from MIT's 6.5940 course on Efficient Machine Learning. Delve into the intricacies of this powerful generative modeling technique as Professor Song Han guides you through its principles and applications. Learn how diffusion models work, their advantages over other generative approaches, and their impact on various fields such as image generation and text-to-image synthesis. Gain insights into the mathematical foundations, training processes, and inference techniques that make diffusion models so effective. Discover real-world applications and cutting-edge research in this rapidly evolving area of machine learning. Access accompanying slides for enhanced understanding and follow-up study.

EfficientML.ai Lecture 16 - Diffusion Model (MIT 6.5940, Fall 2023)