Gyutaek Oh

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Artifact Reduction

Unsupervised Learning

Inverse Problems

Compressed Sensing

Top Venues

IEEE Trans. Computational Imaging

IEEE J. Sel. Top. Signal Process.

Publications

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 (2024)
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 (2024)
Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye
Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction. CoRR (2023)
Gyutaek Oh, Won-Jin Moon, Jong Chul Ye
Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI. CoRR (2023)
Gyutaek Oh, Baekgyu Choi, Inkyung Jung, Jong Chul Ye
scHyena: Foundation Model for Full-Length Single-Cell RNA-Seq Analysis in Brain. CoRR (2023)
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 (2022)
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) (2021)
Gyutaek Oh, Byeongsu Sim, Jong Chul Ye
Unsupervised Learning for Compressed Sensing MRI Using Cyclegan. ISBI (2020)
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) (2020)
Gyutaek Oh, Byeongsu Sim, Hyungjin Chung, Leonard Sunwoo, Jong Chul Ye
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN. CoRR (2020)
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) (2020)
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 (2020)
Gyutaek Oh, Hyokyoung Bae, Hyun-Seo Ahn, Sung-Hong Park, Jong Chul Ye
CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN. CoRR (2020)
Eunju Cha, Gyutaek Oh, Jong Chul Ye
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction. CoRR (2020)
Byeongsu Sim, Gyutaek Oh, Jong Chul Ye
Optimal Transport Structure of CycleGAN for Unsupervised Learning for Inverse Problems. ICASSP (2020)
Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye
Unsupervised MR Motion Artifact Deep Learning using Outlier-Rejecting Bootstrap Aggregation. CoRR (2020)
Byeongsu Sim, Gyutaek Oh, Sungjun Lim, Jong Chul Ye
Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems. CoRR (2019)