Concepedia

Byeongsu Sim

BS

7

Publications

308

Citations

7

H-Index

2019

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Byeongsu Sim is an author at Korea Advanced Institute of Science and Technology specializing in engineering, data science, and machine learning.

Top concepts

Publications per year

2019–2022

7

Publications

7

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

, , +18

Unpaired Deep Learning for Accelerated MRI Using Optimal Transport Driven CycleGAN

Gyutaek Oh, Byeongsu Sim, Hyungjin Chung et al. · IEEE Transactions on Computational Imaging · 2020 · 83 citations

, , +18

Optimal Transport Driven CycleGAN for Unsupervised Learning in Inverse Problems

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim et al. · SIAM Journal on Imaging Sciences · 2020 · 63 citations

, , +17

OPTIMAL TRANSPORT, CYCLEGAN, AND PENALIZED LS FOR UNSUPERVISED LEARNING IN INVERSE PROBLEMS

Byeongsu Sim, Gyutaek Oh, Sungjun Lim et al. · 2019 · 21 citations

, , +17

Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

, , +17

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