A card from a free library — ask anything, no account, works offline. Every card carries its source.
Diffusion models — the probability-flow ODE behind generative AI
fluid probability dynamics
Score-based generative models noise data toward a Gaussian and learn to reverse it. The 'probability-flow ODE' is the deterministic fluid whose time-marginals match the noising SDE — the same continuity equation, velocity set by the learned score ∇log p. It is the engine under modern image generation.
source
card id
card_n_2be7f1c3f6e9
adjoining cards
- instantiates → Fluid probability dynamics — one continuity equation across physics, geometry, and ML
- on the shelf of → The created order — the science of the floor — a member of the science shelf in the keeping
Is this card incomplete? Tell the library — it will call out for more ↗