Xiaojian Xu

activity

20182023

most citedProvable Convergence of Plug-and-Play Priors with MMSE denoisers

56 citations · 118 across the 11 of their papers we have counts for

collaborators

Showing 2021Show all

2 papers · 1 filter

eess.IV2021★ 1 cited

Learning-based Motion Artifact Removal Networks (LEARN) for Quantitative $R_{2}^{*}$ Mapping

Xiaojian Xu, Satya V. V. N. Kothapalli, Jiaming Liu +4

Purpose: To introduce two novel learning-based motion artifact removal networks (LEARN) for the estimation of quantitative motion- and $B 0$ -inhomogeneity-corrected $R_{2}^{*}$ maps…

eess.IV2021★ 33 cited

SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees

Jiaming Liu, Yu Sun, Weijie Gan +3

Deep unfolding networks have recently gained popularity in the context of solving imaging inverse problems. However, the computational and memory complexity of data-consistency lay…

Learning-based Motion Artifact Removal Networks (LEARN) for Quantitative R2∗​ Mapping

SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees

Learning-based Motion Artifact Removal Networks (LEARN) for Quantitative $R_{2}^{*}$ Mapping