ykwangsun's starred repositories
semantic-communication-w-codebook
Pytorch implementation of all the methods in the paper "Codebook-Assisted Image Semantic Communication with a Wyner-Ziv Coding-Based Loss"
Pytorch-VAE-tutorial
A simple tutorial of Variational AutoEncoders with Pytorch
Reference-arithmetic-coding
Clear implementation of arithmetic coding for educational purposes in Java, Python, C++.
DL-ChannelDecoding
On Deep Learning-based Channel Decoding
polar-codes
Python implementation of Polar codes
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
FSQ-pytorch
A Pytorch Implementation of Finite Scalar Quantization
MIMO-Simulation
This is a python simulation of a MIMO communication system, including M-QAM modulation and demodulation.
pytorch-vqvae
Vector Quantized VAEs - PyTorch Implementation
pytorch-text-vae
A conditional variational autoencoder (CVAE) for text
categorical-vae
Implement Categorical Variational autoencoder using Pytorch
categorical-vae
Categorical Variational Auto-encoders in PyTorch
mine-pytorch
Mutual Information Neural Estimation in Pytorch
Gumbel_Softmax_VAE
PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution
rq-vae-transformer
The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)
isec-deep-jscc
An official implementation of "Deep Joint Source-Channel Coding with Iterative Source Error Correction"
Task-Oriented-Semantic-Communications
Journal on Communications
Awesome_Semantic_Comm_Sys
Summary of research works about vision-oriented semantic communication system.
VLC_NOMA
Non-orthogonal multiple access (NOMA) for Indoor Visible Light Communications. We offer a complete review of PD-NOMA-based VLC systems in this study. In addition, we discuss aspects of the PD-NOMA VLC system restrictions and challenges, such as power allocation, clipping effect, MIMO, and security.
deepjscc-lplusplus
Source code for paper deepjscc-l++