[DMLR 2024] FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
☆58Aug 27, 2024Updated 2 years ago
Alternatives and similar repositories for FedAIoT
Users that are interested in FedAIoT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆15Dec 4, 2023Updated 2 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated 2 years ago
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆69Mar 12, 2025Updated last year
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 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.
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆148May 24, 2025Updated last year
- ☆22Jan 14, 2023Updated 3 years ago
- Scalable Probabilistic Estimates of Electric Vehicle Charging (SPEECh)☆14Nov 12, 2024Updated last year
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆17Apr 11, 2023Updated 3 years ago
- An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster …☆29Jul 3, 2022Updated 4 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆27Jul 23, 2022Updated 4 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆19May 29, 2023Updated 3 years ago
- A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.☆97Aug 28, 2024Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆76Dec 27, 2024Updated last year
- 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.
- Multimodal Federated Learning on IoT Data☆11Dec 17, 2023Updated 2 years ago
- Mobile Federated Learning development kit for FedCampus☆20Feb 3, 2024Updated 2 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Sep 15, 2022Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,170Jan 25, 2026Updated 8 months ago
- ☆18Oct 12, 2023Updated 2 years ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 4 years ago
- Energy-Aware Federated Learning☆10Apr 9, 2024Updated 2 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆135Dec 20, 2024Updated last year
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 4 years ago
- This is the code repository for the following paper: "Model pruning enables efficient federated learning on edge devices".☆95May 9, 2022Updated 4 years ago
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆11Apr 18, 2025Updated last year
- ☆13May 14, 2024Updated 2 years ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- [ICASSP 2023] FedAudio: A Federated Learning Benchmark for Audio and Speech Tasks☆49Feb 21, 2024Updated 2 years ago
- This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer☆117Jun 2, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆19Mar 12, 2024Updated 2 years ago
- Reversal Curse Experiment☆15Sep 24, 2023Updated 3 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated 2 years ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆104Jul 17, 2025Updated last year
- The implementation of FedCADO (Classifier-Assisted Diffusion for One-shot Federated learning method)☆13Sep 10, 2025Updated last year
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated 2 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago