arXiv stat.ML
· Papers
Diffusion models recover accurate mixture weights despite score function insensitivity
arXiv:2607.15485v1 Announce Type: cross Abstract: Score-based generative models exhibit a puzzling behavior: they often appear to cover all modes of a target multimodal distribution and yet may fail to learn the correct relative mode amplitudes, which can be interpreted as mixture weights. We resolve this apparent para