Learn about diffusion models in this comprehensive MIT lecture delivered by Professor Song Han as part of the EfficientML.ai series (MIT 6.5940, Fall 2024). Explore the fundamental concepts and principles behind diffusion models, a powerful class of generative models that have gained significant attention in machine learning. Gain insights into how these models work, their applications, and their role in modern AI systems through detailed explanations and examples presented over 71 minutes of instruction. Access accompanying lecture materials through the EfficientML.ai platform to enhance your understanding of this advanced machine learning topic.
Overview
Syllabus
EfficientML.ai Lecture 18 - Diffusion Models (MIT 6.5940, Fall 2024)
Taught by
MIT HAN Lab