Hyungjin Chung
Korea Advanced Institute of Science and Technology(KR)
Publications by Year
Research Areas
Numerical methods in inverse problems, Advanced Neuroimaging Techniques and Applications, Advanced MRI Techniques and Applications, Generative Adversarial Networks and Image Synthesis, Medical Imaging Techniques and Applications
Most-Cited Works
- → Score-based diffusion models for accelerated MRI(2022)353 cited
- → Diffusion Posterior Sampling for General Noisy Inverse Problems(2022)151 cited
- → MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion(2022)125 cited
- → Solving 3D Inverse Problems Using Pre-Trained 2D Diffusion Models(2023)117 cited
- → Improving Diffusion Models for Inverse Problems using Manifold Constraints(2022)101 cited
- → Unpaired Deep Learning for Accelerated MRI Using Optimal Transport Driven CycleGAN(2020)84 cited
- → Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective(2022)78 cited
- → Parallel Diffusion Models of Operator and Image for Blind Inverse Problems(2023)69 cited
- → Deep learning STEM-EDX tomography of nanocrystals(2021)55 cited
- → Generative AI for Medical Imaging: extending the MONAI Framework(2023)39 cited