The name of the Stable Diffusion model is an analogy from physics.  Here, the name refers to the random motion of particles in a medium where the particles tend to move from regions of high concentration to regions of low concentration. In such a system, the overall concentration of particles remains constant over time. The namesake text-to-image AI model successively removes Gaussian noise in a similar manner.
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