most citedEnsemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations

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stat.ML2025

Diffusion-based supervised learning of generative models for efficient sampling of multimodal distributions

Hoang Tran, Zezhong Zhang, Feng Bao +2

We propose a hybrid generative model for efficient sampling of high-dimensional, multimodal probability distributions for Bayesian inference. Traditional Monte Carlo methods, such…