Kernel-Smoothed Scores for Denoising Diffusion: A Bias-Variance Study

Franck Gabriel, François Ged, Maria Han Veiga +1

Diffusion models now set the benchmark in high-fidelity generative sampling, yet they can, in principle, be prone to memorization. In this case, their learned score overfits the fi…