Alexander Mattick's masterclass unifies energy-based models, diffusion, flows and flow matching

burny_tech · x · 2026-11-10

MLStreetTalk shares Alexander Mattick's masterclass video on energy-based models, diffusion models, normalizing flows, and flow matching.

His central claim: all these generative modeling methods are fundamentally "ways of decomposing a density in a really, really general way." The talk places the whole family of modern generative approaches in a single unifying framework, making it a solid resource for anyone wanting to grasp the mathematical foundations behind diffusion and flow-based models.

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