https://github.com/benediktfesl/gmm_cplx

Python implementation of a complex-valued version of the expectation-maximization (EM) algorithm for fitting Gaussian Mixture Models (GMMs).

Last synced: 16 Mar 2025

https://github.com/benediktfesl/diffusion_channel_est

Source code of the Paper "Diffusion-Based Generative Prior for Low-Complexity MIMO Channel Estimation"

channel-estimation diffusion-models generative-model machine-learning mimo

Last synced: 16 Mar 2025

https://github.com/benediktfesl/quantized_channel_estimation

Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".

Last synced: 16 Mar 2025

https://github.com/benediktfesl/mfa_cplx

Python implementation of a complex-valued version of the expectation-maximization (EM) algorithm for fitting Mixture of Factor Analyzers (MFA).

Last synced: 16 Mar 2025

https://github.com/benediktfesl/diffusion_mse

Implementation of the paper "On the Asymptotic Mean Square Error Optimality of Diffusion Probabilistic Models."

diffusion-models generative-model machine-learning mean-square-error

Last synced: 16 Mar 2025

https://github.com/benediktfesl/diffusers-mseopt

Integrating the diffusion model-based MSE-optimal denoising strategy into the diffusers pipeline.

denoising diffusers diffusion-model mean-square-error optimality

Last synced: 24 Mar 2025

https://github.com/benediktfesl/mfa_estimator

Implementation of the channel estimator based on Mixture of Factor Analyzers (MFA).

Last synced: 16 Mar 2025

https://github.com/benediktfesl/csi-im-5g-nr

CSI-IM configuration for MATLAB 5G toolbox

5g-nr csi-im matlab matlab-toolbox

Last synced: 03 Mar 2025