MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"
☆19Jan 24, 2024Updated 2 years ago
Alternatives and similar repositories for FedISCA
Users that are interested in FedISCA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 3 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆33Dec 11, 2022Updated 3 years ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11May 6, 2026Updated 6 months ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 3 years ago
- Towards model-agnostic federated learning using knowledge distillation, ICLR 2022☆10Mar 12, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Oct 8, 2026Updated 3 weeks ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- ☆12Nov 15, 2023Updated 2 years ago
- Secure and Scalable Federated Learning using Serverless Computing☆14Jan 31, 2024Updated 2 years ago
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆24Mar 4, 2025Updated last year
- ☆19Jan 25, 2022Updated 4 years ago
- Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning☆11Nov 27, 2023Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A quantum machine learning algorithm for quantum non-IID federated learning☆31Jan 29, 2023Updated 3 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆80Jul 31, 2024Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago
- ☆35Nov 8, 2023Updated 2 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated 2 years ago
- Cloud-Edge Collaboration Platform for Automated Synthetic Dataset Generation☆16Jun 19, 2025Updated last year
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆20Mar 11, 2025Updated 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.
- The source code of FedDis☆21Jun 3, 2022Updated 4 years ago
- ☆13May 11, 2023Updated 3 years ago
- ☆22Nov 2, 2022Updated 4 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- Code for pFedFDA: Personalized Federated Learning via Feature Distribution Adaptation (NeurIPS 2024)☆22Sep 30, 2026Updated last month
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆18Jun 21, 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
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆24Jun 8, 2023Updated 3 years ago
- ABSTRACT: In this paper, a two-stage grid connected photovoltaic system present which consists of inverter and dc-dc converter (Boost con…☆11Sep 15, 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.
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 3 years ago
- ☆10Aug 24, 2024Updated 2 years ago
- ☆29Jan 25, 2025Updated last year
- Bagua tutorials.☆13Sep 4, 2022Updated 4 years ago
- IJCAI-Personalized Federated Learning with Graph☆57May 27, 2023Updated 3 years ago
- 玩游戏是为了找乐子，策划设计的无聊任务，靠边站☆10Jan 22, 2026Updated 9 months ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆74Feb 16, 2025Updated last year