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researcher

Guanxiong Luo

11 papers hereh-index 6256 citations23 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author4
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • eess.IV5
  • cs.CV3
  • cs.LG2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedBayesian MRI Reconstruction with Joint Uncertainty Estimation using Diffusion Models

83 citations · 162 across the 11 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

Self-Diffusion Driven Blind Imaging

Yanlong Yang, Guanxiong Luo

Optical imaging systems are inherently imperfect due to diffraction limits, lens manufacturing tolerances, assembly misalignment, and other physical constraints. In addition, unavo…

cs.CV2022★ 17 cited

Deep, Deep Learning with BART

Moritz Blumenthal, Guanxiong Luo, Martin Schilling +2

Purpose: To develop a deep-learning-based image reconstruction framework for reproducible research in MRI. Methods: The BART toolbox offers a rich set of implementations of calibra…

cs.CV2019★ 51 cited

MRI Reconstruction Using Deep Bayesian Estimation

GuanXiong Luo, Na Zhao, Wenhao Jiang +2

Purpose: To develop a deep learning-based Bayesian inference for MRI reconstruction. Methods: We modeled the MRI reconstruction problem with Bayes's theorem, following the recently…

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