most citedA Training-Free Conditional Diffusion Model for Learning Stochastic Dynamical Systems

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cs.CE2025

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…