Stars
Regent Scholarship Research with UWW where we are using machine learning in an autonomous driving lab to collect visual and lidar-based models to have optimal guidance of 60GHz Wireless Network.
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
This repository contains the code reproducing the results in the paper "Deep Completion Autoencoders for Radio Map Estimation"
Implementation of OFDM and OTFS transceivers on GNU Radio (software defined radio or SDR)
SIGCOMM 2022 Paper Open Source Codes and Design Files
mmVital-Signs project aims at vital signs detection and provide standard python API from Texas Instrument (TI) mmWave hardware, such as xWR14xx, xWR16xx and xWR68xx.
Convolutional neural network for estimating radio maps in urban environments
Scalable, Long-Range Communication for Monitoring and Tracking Systems Using Battery-less Tags
An open source library for interacting with and processing radar data, specialized for MIMO mmWave radars
Correlative Channel Sounder for Fast Time Variance
Code and datasets for the paper "Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction" (RA-L, 2021)
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
wsshin / jemdoc_mathjax
Forked from jem/jemdocjemdoc with MathJax support and more
A Benchmark of Real-world Image Dataset for Federated Learning
An open-source framework for machine learning and other computations on decentralized data.
gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning
A Deep Learning Meta-Framework and HPC Benchmarking Library
It is implementation of Research paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING". Deep gradient compression is a technique by which the gradients ar…
deep gradient compression optimizer