Author

Yiping Xie

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Preprint Aug 2026

Hybrid-Domain Posterior Sampling for Inverse Problems via Latent Flow Matching

This paper proposes Hybrid-Domain Posterior Sampling (HDPS), a decoupled inference framework that disentangles physical measurement consistency from semantic prior modeling, and establishes a new state-of-the-art, successfully recovering the high-frequency structural precision that latent-only solvers inherently discard.

Hongjie Wu, Yiping Xie, Jiancheng Lv · 0 citations