15h ago

Radboud University's Luca Ambrogioni and researcher Yoav debate whether diffusion models need rigorous SDE math or intuitive explanations

Ambrogioni argues mathematical formulations unified a dozen disparate methods

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Original post
OPLuca Ambrogioni#1822Luca Ambrogioni@LUCAAMB

@yoavgo @leothecurious The full mathematical framework of diffusion processes, specifically Anderson's formula and the whole theory of SDE/ODE solvers Once this was clear in the literature, everything became simple and clear and from a dozen of methods we realized that it was essentially just one

12:00 PM · May 25, 2026 View on X
REPLY(((ل()(ل() 'yoav))))👾#92(((ل()(ل() 'yoav))))👾@YOAVGO

@LucaAmb @leothecurious why is it more useful than "we add increasing amounts of noise" and "we try to remove the noise we added"?

Luca AmbrogioniLuca Ambrogioni@LucaAmb

@yoavgo @leothecurious The full mathematical framework of diffusion processes, specifically Anderson's formula and the whole theory of SDE/ODE solvers Once this was clear in the literature, everything became simple and clear and from a dozen of methods we realized that it was essentially just one

7:00 PM · May 25, 2026 · 21 Views
11:47 PM · May 25, 2026 · 15 Views