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Diffusion Models | DDPM Explained

A 29-minute video by ExplainingAI about probability and information, machine learning mechanisms and algorithms and data structures, on the AI shelf. It was posted to r/StableDiffusion as “Diffusion Models | Math Explained in 29 minutes and 7 Questions”.

ExplainingAI, Video, 29 min, 2023, on the AI shelf

In this video, I get into diffusion models and specifically we look into denoising diffusion probabilistic models (DDPM). I try to provide a comprehensive guide to understanding entire maths behind it and training diffusion models ( denoising diffusion probabilistic models ).