Search Results for author: Yuxiang Wan

Found 3 papers, 1 papers with code

DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models

1 code implementation27 May 2024 Hengkang Wang, Xu Zhang, Taihui Li, Yuxiang Wan, Tiancong Chen, Ju Sun

However, such interleaving methods struggle to produce final results that look like natural objects of interest (i. e., manifold feasibility) and fit the measurement (i. e., measurement feasibility), especially for nonlinear IPs.

What is Wrong with End-to-End Learning for Phase Retrieval?

no code implementations18 Mar 2024 Wenjie Zhang, Yuxiang Wan, Zhong Zhuang, Ju Sun

For nonlinear inverse problems that are prevalent in imaging science, symmetries in the forward model are common.

Retrieval

Risk Assessment with Generic Energy Storage under Exogenous and Endogenous Uncertainty

no code implementations26 Mar 2022 Ning Qi, Lin Cheng, Yuxiang Wan, Yingrui Zhuang, Zeyu Liu

Current risk assessment ignores the stochastic nature of energy storage availability itself and thus lead to potential risk during operation.

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