cekmekci Goto Github PK

cekmekci.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

diffusion-posterior-sampling-mcdropout

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

guided-diffusion-mcdropout

patch-wgan-mnist

provable_plug_and_play

[ICML 2019] Plug-and-Play Methods Provably Converge with Properly Trained Denoisers

rjmcmc-gan

Two-dimensional toy problems for which the distribution of an ensemble of models provided by a reversible jump Markov Chain Monte Carlo algorithm is learned using a generative adversarial network.

sure-gcv-pnp-tuning

Demo for the paper "Automatic Parameter Tuning for Plug-and-Play Algorithms Using Generalized Cross Validation and Stein’s Unbiased Risk Estimation for Linear Inverse Problems in Computational Imaging" presented in COIMG XXI 2023.

torch-radon

Computational Tomography in PyTorch

torchio

Medical imaging toolkit for deep learning

uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization