Xue-Ying Ding

From Data to Program: Fast&Direct Generative Program Inference from Empirical Data

PRODiGI, a pretrained data-to-program model that infers an explicit, executable generative program in a single forward pass, is introduced and program-space fine-tuning is introduced, which refines differentiable program parameters by matching generated and empirical samples while keeping model parameters intact.