Ctr. for Data Science, New York University; Ctr. for Data Science, New York University, Flatiron Institute, Simons Foundation; Collège de France, Flatiron Institute, Simons Foundation; New York University, Flatiron Institute, Simons Foundation
Zahra Kadkhodaie, Florentin Guth, Eero Simoncelli, Stéphane Mallat
diffusion models;memorization;generalization;inductive bias;curse of dimensionality;denoising;geometry-adaptive harmonic basis
Generalization in diffusion models arises from geometry-adaptive harmonic representations