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Jong Chul Ye

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C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation

Jul 31, 2023
Boah Kim, Yujin Oh, Bradford J. Wood, Ronald M. Summers, Jong Chul Ye

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Generative AI for Medical Imaging: extending the MONAI Framework

Jul 27, 2023
Walter H. L. Pinaya, Mark S. Graham, Eric Kerfoot, Petru-Daniel Tudosiu, Jessica Dafflon, Virginia Fernandez, Pedro Sanchez, Julia Wolleb, Pedro F. da Costa, Ashay Patel, Hyungjin Chung, Can Zhao, Wei Peng, Zelong Liu, Xueyan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

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Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models

Jun 26, 2023
Geon Yeong Park, Jeongsol Kim, Beomsu Kim, Sang Wan Lee, Jong Chul Ye

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Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance

Jun 07, 2023
Gihyun Kwon, Jong Chul Ye

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

Jun 07, 2023
Gyutaek Oh, Won-Jin Moon, Jong Chul Ye

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Direct Diffusion Bridge using Data Consistency for Inverse Problems

May 31, 2023
Hyungjin Chung, Jeongsol Kim, Jong Chul Ye

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Score-based Diffusion Models for Bayesian Image Reconstruction

May 25, 2023
Michael T. McCann, Hyungjin Chung, Jong Chul Ye, Marc L. Klasky

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Data Topology-Dependent Upper Bounds of Neural Network Widths

May 25, 2023
Sangmin Lee, Jong Chul Ye

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Unpaired Image-to-Image Translation via Neural Schrödinger Bridge

May 24, 2023
Beomsu Kim, Gihyun Kwon, Kwanyoung Kim, Jong Chul Ye

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