cahthuranag Goto Github PK

adjscc

adaptive/attention deep joint source channel coding

agenet

This package analyzes the age of information (AoI) in a slotted ALOHA network, providing metrics for network performance evaluation. It can be easily integrated into simulation environments for research on slotted ALOHA networks and AoI.

ageuav

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

aoi

Aoi

aoi_prioritized_random_access

Matlab codes for the paper K.-H. Ngo, G. Durisi, and A. Graell i Amat, "Age of information in prioritized random access," in 55th Asilomar Conference on Signals, Systems, and Computers, CA, USA, Oct. 2021.

aoi_rl

Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks

autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

autoencoder_for_physical_layer

This is my attempt to reproduce and extend the results in the paper "An Introduction to Deep Learning for the Physical Layer" by Tim O'Shea and Jakob Hoydis

chathuranga

deep-image-retrieval

End-to-end Learning of Deep Visual Representations for Image Retrieval.

deep-jscc-for-images-with-ofdm

Codes for "Deep Joint Source Channel Coding for Wireless Image Transmission with OFDM", accepted by ICC 2021

deep_reinforcementlearning_aoi_scheduler

AgeofInformation_ReinforcementLearning_Scheduler

deepaoi

This project aims to analyze the age of information in wireless networks that utilize deep learning techniques

deepjscc

[Study] deepJSCC

deepjscc-feedback

Joint Source Channel Coding of Images With Feedback

deepjscc-noma

deeplearningenabledsemanticcommunicationsystems

deepsc-s

Semantic Communication Systems for Speech Transmission

deepsc-st_demonstration

discrete-taskoriented-jscc

DT-JSCC: discrete joint source-channel coding for task-oriented communication with digital modulation

djscc-for-wireless-image-transmission

Deep Joint Source-Channel Coding for Wireless Image Transmission

e2e-dnn-comm-for-image

End to end deep neural network based semantic communication system for image.

fastertransformer

Transformer related optimization, including BERT, GPT

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

jrc-aoi-multi

Code for the paper "Learning to Schedule Joint Radar-Communication with Deep Multi-Agent Reinforcement Learning" to be published in the IEEE Transactions on Vehicular Technology.

mctformer

Code for CVPR 2022 paper "Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation"

myl

predictive-and-adaptive-deep-coding-for-wireless-image-transmission-in-semantic-communication

Pytorch code for IEEE TWC paper "Predictive and Adaptive Deep Coding for Wireless Image Transmission in Semantic Communication"

py-radio-autoencoder

Python implementation of autoencoder based radio system