Calibrating Generative Models to Distributional Constraints

Henry D. Smith, Nathaniel L. Diamant, Brian L. Trippe

Generative models frequently suffer miscalibration, wherein statistics of the sampling distribution, such as the fraction of generations in a given class, deviate from desired valu…