Speed-accuracy relations for diffusion models: Wisdom from nonequilibrium thermodynamics and optimal transport

Kotaro Ikeda, Tomoya Uda, Daisuke Okanohara +1

We discuss a connection between a generative model, called the diffusion model, and nonequilibrium thermodynamics for the Fokker-Planck equation, called stochastic thermodynamics.…