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Dohoon Ryu

  1. Improving Diffusion Models for Inverse Problems using Manifold Constraints
    2022/06/02 by Hyungjin Chung, Chung, Hyungjin, Byeongsu Sim +5 · 1 voice · 54 citations
    Computer Science · Mathematics · Medicine · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #Numerical methods in inverse problems #cs.AI #cs.CV #cs.LG #stat.ML
  2. Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
    2022/11/19 by Hyungjin Chung, Dohoon Ryu, Chung, Hyungjin +7 · 17 citations
    Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #MRI in cancer diagnosis
  3. Pyramidal Denoising Diffusion Probabilistic Models
    2022/08/03 by Dohoon Ryu, Jong Chul Ye, Ryu, Dohoon +1 · 1 voice · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #cs.CV #cs.LG #stat.ML