Exact Conditional Score-Guided Generative Modeling for Amortized Inference in Uncertainty Quantification

Zezhong Zhang, Caroline Tatsuoka, Dongbin Xiu +1

We propose an efficient framework for amortized conditional inference by leveraging exact conditional score-guided diffusion models to train a non-reversible neural network as a co…