Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Diffusion Models in Machine Learning - Lecture 16

MIT HAN Lab via YouTube

Overview

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.

Syllabus

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

Taught by

MIT HAN Lab

Reviews

Start your review of Diffusion Models in Machine Learning - Lecture 16

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.