(AAAI-24) Federated Learning via Input-Output Collaborative Distillation
☆11Dec 28, 2023Updated 2 years ago
Alternatives and similar repositories for FedIOD
Users that are interested in FedIOD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- ☆13May 31, 2024Updated 2 years ago
- ☆35Nov 8, 2023Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆16Dec 31, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆14May 16, 2024Updated 2 years ago
- ☆16May 21, 2026Updated 2 months ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- The implementation of FedMix☆11Aug 18, 2022Updated 3 years ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆24Jun 8, 2023Updated 3 years ago
- ☆13Jun 20, 2022Updated 4 years ago
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆27Oct 1, 2024Updated last year
- [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…☆15May 18, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The source code of FedDis☆21Jun 3, 2022Updated 4 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 7 months ago
- ☆10Nov 21, 2023Updated 2 years ago
- ☆14Nov 24, 2023Updated 2 years ago
- Code for pFedFDA: Personalized Federated Learning via Feature Distribution Adaptation (NeurIPS 2024)☆21Nov 14, 2024Updated last year
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆14Dec 26, 2024Updated last year
- A demo using Zokrates to build an encrypted transaction on Ethereum/Qtum based on zkSNARKs algorithm☆15Oct 16, 2019Updated 6 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- A new simple method for dataset distillation called Randomized Truncated Backpropagation Through Time (RaT-BPTT)☆14Apr 21, 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.
- This paper is currently under review by IEEE TCSVT, and the diffusion framework of the FedDiff algorithm part will be disclosed.☆14Mar 8, 2024Updated 2 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- 虚拟电厂项目☆17Jan 20, 2023Updated 3 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆13Feb 11, 2026Updated 6 months ago
- ☆22Jul 11, 2024Updated 2 years ago
- Example of a RAG application using Spring AI, OpenAI and Elasticsearch as a Vector Store☆18Mar 3, 2025Updated last year
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated last year
- ☆29Jan 25, 2025Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [WACV 2025] Uniform Attention Maps: Enhancing Image Fidelity in Reconstruction and Editing☆17Mar 16, 2025Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 5 months ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆23Jul 2, 2025Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- Code for the MICCAI 2024 Paper: "FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging"☆13Jul 6, 2024Updated 2 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]☆16Nov 8, 2023Updated 2 years ago