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Gyutaek Oh
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2020 – today
- 2024
- [j7]Gyutaek Oh, Yeonsil Moon, Won-Jin Moon, Jong Chul Ye:
Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements. NeuroImage 291: 120571 (2024) - [j6]Gyutaek Oh, Sukyoung Jung, Jeong Eun Lee, Jong Chul Ye:
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction. IEEE Trans. Computational Imaging 10: 43-53 (2024) - 2023
- [i8]Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye:
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction. CoRR abs/2301.03027 (2023) - [i7]Gyutaek Oh, Won-Jin Moon, Jong Chul Ye:
Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI. CoRR abs/2306.04339 (2023) - [i6]Gyutaek Oh, Baekgyu Choi, Inkyung Jung, Jong Chul Ye:
scHyena: Foundation Model for Full-Length Single-Cell RNA-Seq Analysis in Brain. CoRR abs/2310.02713 (2023) - 2022
- [j5]Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn, Sung-Hong Park, Won-Jin Moon, Jong Chul Ye:
Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization. Medical Image Anal. 79: 102477 (2022) - 2021
- [j4]Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye:
Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation. IEEE Trans. Medical Imaging 40(11): 3125-3139 (2021) - 2020
- [j3]Eunju Cha, Gyutaek Oh, Jong Chul Ye:
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction. IEEE J. Sel. Top. Signal Process. 14(6): 1292-1305 (2020) - [j2]Byeongsu Sim, Gyutaek Oh, Jeongsol Kim, Chanyong Jung, Jong Chul Ye:
Optimal Transport Driven CycleGAN for Unsupervised Learning in Inverse Problems. SIAM J. Imaging Sci. 13(4): 2281-2306 (2020) - [j1]Gyutaek Oh, Byeongsu Sim, Hyungjin Chung, Leonard Sunwoo, Jong Chul Ye:
Unpaired Deep Learning for Accelerated MRI Using Optimal Transport Driven CycleGAN. IEEE Trans. Computational Imaging 6: 1285-1296 (2020) - [c2]Byeongsu Sim, Gyutaek Oh, Jong Chul Ye:
Optimal Transport Structure of CycleGAN for Unsupervised Learning for Inverse Problems. ICASSP 2020: 8644-8647 - [c1]Gyutaek Oh, Byeongsu Sim, Jong Chul Ye:
Unsupervised Learning for Compressed Sensing MRI Using Cyclegan. ISBI 2020: 1082-1085 - [i5]Eunju Cha, Gyutaek Oh, Jong Chul Ye:
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction. CoRR abs/2003.07740 (2020) - [i4]Gyutaek Oh, Byeongsu Sim, Hyungjin Chung, Leonard Sunwoo, Jong Chul Ye:
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN. CoRR abs/2008.12967 (2020) - [i3]Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye:
Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation. CoRR abs/2011.06337 (2020) - [i2]Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn, Sung-Hong Park, Jong Chul Ye:
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN. CoRR abs/2012.03842 (2020)
2010 – 2019
- 2019
- [i1]Byeongsu Sim, Gyutaek Oh, Sungjun Lim, Jong Chul Ye:
Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems. CoRR abs/1909.12116 (2019)
Coauthor Index
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