Exploiting the Signal-Leak Bias in Diffusion Models

Martin Nicolas Everaert, Athanasios Fitsios, Marco Bocchio +3

There is a bias in the inference pipeline of most diffusion models. This bias arises from a signal leak whose distribution deviates from the noise distribution, creating a discrepa…