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Learn about the fundamentals of diffusion models and Denoising Diffusion Probabilistic Models (DDPMs) in this 48-minute lecture from NPTEL-NOC IITM. Explore the theoretical concepts and mathematical foundations that underpin these powerful generative models which have revolutionized AI image generation and other creative applications.
Syllabus
Introduction to Diffusion Models and DDPMs - Part 1
Taught by
NPTEL-NOC IITM