Pinned Repositories
arxiv-renamer
Renames xxxx.xxxx arxiv files in the directory to author-title
AutoencoderFiber
This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications
Communication-via-Autoencoder-TF2
A simple implementation of the autoencoder for wireless communication using Tensorflow 2
diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
MinDiffusion
Minimal Diffusion
MINE-Mutual-Information-Neural-Estimator
MINE estimation implemented with Tensorflow 2
NN_GWTC
Simulations for the paper "Deep Learning for the Gaussian Wiretap Channel" with Tensorflow 2
Reinforcement-Learning-for-Wireless
Some simulations for wireless RL
turboae
Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019
Wireless_encoding_with_MI_estimation
Implementation of an approach for wireless encoding via MI estimation
Fritschek's Repositories
Fritschek/Wireless_encoding_with_MI_estimation
Implementation of an approach for wireless encoding via MI estimation
Fritschek/MINE-Mutual-Information-Neural-Estimator
MINE estimation implemented with Tensorflow 2
Fritschek/NN_GWTC
Simulations for the paper "Deep Learning for the Gaussian Wiretap Channel" with Tensorflow 2
Fritschek/Reinforcement-Learning-for-Wireless
Some simulations for wireless RL
Fritschek/Communication-via-Autoencoder-TF2
A simple implementation of the autoencoder for wireless communication using Tensorflow 2
Fritschek/turboae
Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019
Fritschek/arxiv-renamer
Renames xxxx.xxxx arxiv files in the directory to author-title
Fritschek/AutoencoderFiber
This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications
Fritschek/diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
Fritschek/MinDiffusion
Minimal Diffusion
Fritschek/ProductAE
Implementation of the Product Autoencoder
Fritschek/Reverse-Jensen_MI_estimation
Estimation of Mutual Information based on a reverse Jensen inequality approach
Fritschek/tensorflow_spsa
Tensorflow Optimizer using the SPSA method
Fritschek/wireless-binary-AE
Some implementations of NN-based medium blocklength channel codes
Fritschek/Fritschek.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Fritschek/Hamming74-MLD
Code for simulating Hamming Code with MLD
Fritschek/learning-E2E-channel-coding-with-diffusion-models
This repository contains the simulations used in the paper whose title is the same as the repository name.
Fritschek/quantizedfeedback
Learning of a communication system over a binary feedback channel