This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging".
☆22Dec 9, 2023Updated 2 years ago
Alternatives and similar repositories for SplitAVG
Users that are interested in SplitAVG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆19Jun 21, 2024Updated 2 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- ☆48Jun 2, 2022Updated 4 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆46Apr 12, 2023Updated 3 years ago
- DNN_Partition辅助工具,用于对pytorch模型进行简单的性能分析以及支持模型切分☆14May 31, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository includes the official project of L2B, from our paper "Learning to Bootstrap for Combating Label Noise".☆32Mar 16, 2025Updated last year
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 3 years ago
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated 2 years ago
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆28Jan 24, 2023Updated 3 years ago
- Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021☆10Sep 12, 2021Updated 4 years ago
- ☆24Dec 4, 2023Updated 2 years ago
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 3 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆80May 27, 2024Updated 2 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Oct 12, 2024Updated last year
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- ☆13Jul 1, 2024Updated 2 years ago
- This is the official implementation of Federated and Split Learning on multiple Raspberry Pi's. It is the demonstration of training the d…☆13Nov 16, 2022Updated 3 years ago
- Yelp Restaurant Photo Classification - Kaggle competition☆11Apr 19, 2019Updated 7 years ago
- Code for the papers: "Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training", Valvano et al., DART 2021; and "Re…☆10Jan 20, 2022Updated 4 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆18Jul 22, 2026Updated last month
- Exercises for the Dafny Tutorial☆14May 21, 2018Updated 8 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆28Jan 24, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆36Aug 19, 2021Updated 5 years ago
- this is the python implementation of the paper ```A Joint Learning and Communications Framework for Federated Learning over Wireless Netw…☆18Dec 6, 2023Updated 2 years ago
- ☆117Feb 27, 2023Updated 3 years ago
- [ICNC 2020] Hybrid Beamformer Codebook Design and Ordering for Compressive mmWave Channel Estimation☆10Jul 26, 2019Updated 7 years ago
- Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)☆24Feb 15, 2023Updated 3 years ago
- ☆10Oct 9, 2022Updated 3 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- ☆11Dec 23, 2022Updated 3 years ago
- [TMLR'24] This repository includes the official implementation our paper "FedConv: Enhancing Convolutional Neural Networks for Handling D…☆25Apr 30, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- in silico plasmid extraction☆13Sep 18, 2017Updated 8 years ago
- ☆10Dec 12, 2016Updated 9 years ago
- A mirror of the Open Risk white paper collection☆10Nov 11, 2025Updated 9 months ago
- This is an implementation for paper "A Hybrid Approach to Privacy Preserving Federated Learning" (https://arxiv.org/pdf/1812.03224.pdf)☆24Jun 9, 2020Updated 6 years ago
- Repository of paper Consistency-preserving Visual Question Answering in Medical Imaging (MICCAI2022)☆26Mar 28, 2023Updated 3 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 4 years ago
- Simulation code for Federated Learning with Over-the-Air Computation.☆11Sep 11, 2020Updated 5 years ago