Lilian Weng • 7/11/2021

What are Diffusion Models?

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This article provides a comprehensive technical overview of diffusion models, a key generative AI technique. It explains the forward and reverse diffusion processes, compares them to other models like GANs and VAEs, and covers recent advancements including DDPM, latent diffusion, and classifier-free guidance. The content is a detailed, mathematical tutorial aimed at developers and researchers in machine learning.

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#Machine Learning #Neural Networks #Deep Learning
What are Diffusion Models?

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