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.☆18Oct 2, 2023Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆11Sep 3, 2023Updated 2 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆36Dec 11, 2022Updated 3 years ago
- Towards model-agnostic federated learning using knowledge distillation, ICLR 2022☆10Mar 12, 2022Updated 4 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆19Mar 11, 2025Updated last year
- A quantum machine learning algorithm for quantum non-IID federated learning☆30Jan 29, 2023Updated 3 years ago
- FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accept…☆21Feb 19, 2025Updated last year
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 5 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆79Jul 31, 2024Updated last year
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆22Mar 4, 2025Updated last year
- Secure and Scalable Federated Learning using Serverless Computing☆12Jan 31, 2024Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆10Nov 21, 2023Updated 2 years ago
- ☆19Jan 25, 2022Updated 4 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Dec 24, 2023Updated 2 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Updated this week
- ☆35Nov 8, 2023Updated 2 years ago
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Jun 21, 2024Updated last year
- ☆12May 11, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- The source code of FedDis☆21Jun 3, 2022Updated 3 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆67Mar 12, 2025Updated last year
- DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency (AAAI24)☆60Aug 20, 2024Updated last year
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆24Jun 8, 2023Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆65Jan 21, 2024Updated 2 years ago
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆15Jun 6, 2025Updated 10 months ago
- A package containing neural network architectures based on Variational Autoencoders (VAE) and Restricted Boltzmann Machines (RBM) for lea…☆12Dec 23, 2021Updated 4 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆70Feb 16, 2025Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆29May 22, 2023Updated 2 years ago
- Code for the MICCAI 2024 Paper: "FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging"☆13Jul 6, 2024Updated last year
- ☆14Jan 3, 2024Updated 2 years ago
- ☆12Sep 30, 2024Updated last year
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- Federated learning based app☆12May 11, 2023Updated 2 years ago
- Experiments of the DAI in Healthcare project - skin lesions images use case - using Flower☆17Jul 6, 2022Updated 3 years ago