hcheng-ya Goto Github PK

aafl

Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing

async_fl

Source code for the paper "Asynchronous Federated Optimization"

chenchenchen

deep_learning_enabled_semantic_communication_systems

秦志金教授论文

deit

Official DeiT repository：used for image semantic encoder

distributeddiffusion

来自论文：Exploring Collaborative Distributed Diffusion-Based AI-Generated Content (AIGC) in Wireless Networks

fedasync

simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"

fedavg

This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

fedsl

Implementation of FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks

fedspace-afl-

Asynchronous Federated Continual Learning, CVPR 2023 Workshop on Federated Learning for Computer Vision (FedVision).

fire-detection-uav-aerial-image-classification-segmentation-unmannedaerialvehicle

Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))

flower

Flower: A Friendly Federated Learning Framework

gdbprof

A wall clock time-based profiler built on GDB's Python interface.

geo-emu

SatCom emulation using sns3 and Linux TAP

imct

Contract-Theory-Based Incentive Mechanism for Federated Learning in Health CrowdSensing

lambda_split

来自论文：Λ-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI

nlp_comm

Developing joint source and channel codes for transmission of text

plato

腾讯高性能分布式图计算框架Plato

pytorch_federated_learning

PyTorch Federated Learning (easy to use and extend)

semi-supervised-federated-learning-with-non-iid-data-algorithm-and-system-design

GlobeCom21: Semi-supervised Federated Learning with non-IID Data: Algorithm and System Design

single-image-tree-modeling

Single Image Tree Modeling by Vaibhav and Siddharth

splitnet-wrn

Code for ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

tii_wide-deep_electricity_theft_detection

This is the source code of our paper on electricity-theft detection published in TII in the 2017 year.

virtuousaigx

来自论文：The Age of Generative AI and AI-Generated Everything

waking-up

计算机基础（计算机网络/操作系统/数据库/Git...）面试问题全面总结，包含详细的follow-up question以及答案；全部采用【问题+追问+答案】的形式，即拿即用，直击互联网大厂面试；可用于模拟面试、面试前复习、短期内快速备战面试...

worldstrat

The WorldStrat Dataset