Gyutaek Oh

According to our database, Gyutaek Oh authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction.

Gyutaek Oh, Sukyoung Jung, Jeong Eun Lee, Jong Chul Ye

IEEE Trans. Computational Imaging, 2024

Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements.

Gyutaek Oh, Yeonsil Moon, Won-Jin Moon, Jong Chul Ye

NeuroImage, 2024

2023

scHyena: Foundation Model for Full-Length Single-Cell RNA-Seq Analysis in Brain.

Gyutaek Oh, Baekgyu Choi, Inkyung Jung, Jong Chul Ye

CoRR, 2023

Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI.

Gyutaek Oh, Won-Jin Moon, Jong Chul Ye

CoRR, 2023

Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction.

Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye

CoRR, 2023

2022

Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization.

Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn, Sung-Hong Park, Won-Jin Moon, Jong Chul Ye

Medical Image Anal., 2022

2021

Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation.

Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye

IEEE Trans. Medical Imaging, 2021

2020

Unpaired Deep Learning for Accelerated MRI Using Optimal Transport Driven CycleGAN.

Gyutaek Oh, Byeongsu Sim, Hyungjin Chung, Leonard Sunwoo, Jong Chul Ye

IEEE Trans. Computational Imaging, 2020

Optimal Transport Driven CycleGAN for Unsupervised Learning in Inverse Problems.

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim, Chanyong Jung, Jong Chul Ye

SIAM J. Imaging Sci., 2020

Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction.

Eunju Cha, Gyutaek Oh, Jong Chul Ye

IEEE J. Sel. Top. Signal Process., 2020

CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN.

Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn, Sung-Hong Park, Jong Chul Ye

CoRR, 2020

Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation.

Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye

CoRR, 2020

Unsupervised Learning for Compressed Sensing MRI Using Cyclegan.

Gyutaek Oh, Byeongsu Sim, Jong Chul Ye

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Optimal Transport Structure of CycleGAN for Unsupervised Learning for Inverse Problems.

Byeongsu Sim, Gyutaek Oh, Jong Chul Ye

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems.

Byeongsu Sim, Gyutaek Oh, Sungjun Lim, Jong Chul Ye

CoRR, 2019