Solving 3D Inverse Problems Using Pre-Trained 2D Diffusion Models

Author:

Chung Hyungjin1,Ryu Dohoon1,Mccann Michael T.2,Klasky Marc L.2,Ye Jong Chul1

Affiliation:

1. Korea Advanced Institute of Science & Technology

2. Los Alamos National Laboratory

Funder

Ministry of Science and ICT

National Research Foundation of Korea

ITRC

Publisher

IEEE

Reference40 articles.

1. A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction

2. A diffusion model predicts 3d shapes from 2d microscopy images;waibel;ArXiv Preprint,2022

3. k-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI

4. A Connection Between Score Matching and Denoising Autoencoders

5. Denoising diffusion restoration models;kawar;ICLR Workshop on Deep Generative Models for Highly Structured Data,0

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