EigDiff: Eigensample Diffusion - or how to significantly reduce training dataset size with marginal performance variation?

Andrei Jarca, Vlad Hondru, Florinel-Alin Croitoru +1

Diffusion models are notoriously expensive to train, requiring large-scale datasets to learn how to gradually reverse the noise from images over multiple small denoising steps. Cur…