Teresa Klatzer's repositories
2020-SIIMS-AcceleratingMCMCmethods
Here you can find MATLAB/PYTHON code to replicate some of the results found in the paper: "Accelerating Proximal Markov Chain Monte Carlo by Using an Explicit Stabilized Method", Marcelo Pereyra, Luis Vargas Mieles, and Konstantinos C. Zygalakis, Volume 13, Issue 2, pages 905-935, https://epubs.siam.org/doi/abs/10.1137/19M1283719
ddrm-fork
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
DPIR-fork
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
joint-demosaicing-denoising-sem
Demo Code for the paper "Joint Demosaicing and Denoising Based on Sequential Energy Minimization"
sampling-tutorials
Imaging Inverse Problems and Bayesian Computation - Python tutorials to learn about (accelerated) sampling for uncertainty quantification and other advanced inferences
xCTing_training
Python notebooks for xCTing training event "Mathematics of Tomography"