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gbuzzard's Projects

dpir icon dpir

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

generative-pnp-allerton icon generative-pnp-allerton

Code to implement methods and experiments for Generative Plug-and-Play: Posterior Sampling for Inverse Problems

package_template icon package_template

A cookiecutter template for new packages in the Bouman-Buzzard group at Purdue.

pnp-mace icon pnp-mace

Utilities and methods to use the PnP algorithm and MACE framework on image reconstruction problems. Includes demos for superresolution and CT.

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