I’m Edoardo Federici, a Data Scientist currently working at Contents, where we develop Generative AI-based services for clients and enterprises. I also co-created mii-llm, an independent research lab and Italian community, a collaborative environment for AI enthusiasts and researchers in Italy.

A video I made in 2022 with Stable Diffusion.

A Technical Deep Dive into Diffusion Models: Theory, Mathematics, and Implementation (Placeholder)

Diffusion models have emerged as a powerful class of generative models, achieving state-of-the-art results in various domains, including image synthesis, audio generation, and more. This article provides a comprehensive, technical exploration of diffusion models, delving into the underlying mathematics, theoretical foundations, and practical implementation details.