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Marc L. Klasky

2 accepted papers

2023

RED-PSM: Regularization by Denoising of Partially Separable Models for Dynamic Imaging

ICCV 2023poster

Dynamic imaging involves the recovery of a time-varying 2D or 3D object at each time instant using its undersampled measurements. In particular, in dynamic tomography, only a single projection at a single view angle may be available at a time, making the problem severely ill-posed. In this work, we…

Cited by 4PDFcodeScholar
2023

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

CVPR 2023poster

Diffusion models have emerged as the new state-of-the-art generative model with high quality samples, with intriguing properties such as mode coverage and high flexibility. They have also been shown to be effective inverse problem solvers, acting as the prior of the distribution, while the informati…