Hyungjin Chung

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Publications

Citations

1.3K

H-Index

Active since

2020

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Samsung (South Korea)

Hyungjin Chung is an author at Korea Advanced Institute of Science and Technology specializing in engineering, biomedical imaging, and inverse problems.

ORCID

Top concepts

EngineeringBiomedical ImagingMedical ImagingMedical Image ComputingInverse ProblemsHealthRadiologyDeep LearningMachine LearningImage Reconstruction

Publications per year

2020–2023

Publications

Score-based diffusion models for accelerated MRI

Hyungjin Chung, Jong Chul Ye · Medical Image Analysis · 2022 · 345 citations

Engineering, Health Sciences, Medical Imaging +9

Diffusion Posterior Sampling for General Noisy Inverse Problems

Hyungjin Chung, Jeongsol Kim, Michael T. McCann et al. · arXiv (Cornell University) · 2022 · 151 citations · Full text

Image Reconstruction, Diffusion Solvers, Engineering +21

MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion

Hyungjin Chung, Eun Sun Lee, Jong Chul Ye · IEEE Transactions on Medical Imaging · 2022 · 120 citations

Patient Scans, Mmse Denoisers, Engineering +19

Solving 3D Inverse Problems Using Pre-Trained 2D Diffusion Models

Hyungjin Chung, Dohoon Ryu, Michael T. McCann et al. · 2023 · 113 citations

Image Reconstruction, Engineering, Image Analysis +19

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Hyungjin Chung, Byeongsu Sim, Dohoon Ryu et al. · arXiv (Cornell University) · 2022 · 101 citations · Full text

Numerical Analysis, Image Reconstruction, Engineering +18

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