TraceSampler: Making Sampling Errors Predictable and Correctable for Accelerated Generative Sampling

George Matthew, Guoqiang Zhang, Kenta Niwa

Accurate sampling from continuous-time generative models can require many model evaluations. Low-step sampling reduces cost, but coarse updates introduce endpoint errors that can a…