Generative AI with Stochastic Differential Equations - IAP 2025
Introduction to Flow Matching and Diffusion Models
MIT Computer Science Class 6.S184: Generative AI with Stochastic Differential Equations
Diffusion and flow-based models have become the state of the art for generative AI across a wide range of data modalities, including images, videos, shapes, molecules, music, and more! This course aims to build up the mathematical framework underlying these models from first principles. At the end of the class, students will have built a toy image diffusion m...
Read more at diffusion.csail.mit.edu