FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accepted by AAAI 2025
☆21Feb 19, 2025Updated last year
Alternatives and similar repositories for FedVCK_2024
Users that are interested in FedVCK_2024 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning☆20Jan 4, 2024Updated 2 years ago
- ☆14Oct 12, 2024Updated 2 years ago
- Code for AISTATS'25 paper - On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond☆14Sep 23, 2025Updated last year
- FedD3: Federated Learning via Decentralized Dataset Distillation☆31Apr 8, 2023Updated 3 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 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.
- ☆10Nov 21, 2023Updated 2 years ago
- ☆56Feb 23, 2024Updated 2 years ago
- Federated Learning package☆21Aug 16, 2021Updated 5 years ago
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆16Oct 2, 2024Updated 2 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
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆19Oct 2, 2023Updated 3 years ago
- ☆14Apr 23, 2026Updated 6 months ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆80Jul 31, 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.
- 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
- ☆20Jan 16, 2024Updated 2 years ago
- Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent☆10Nov 19, 2020Updated 5 years ago
- ☆35Nov 8, 2023Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆16Jun 14, 2024Updated 2 years ago
- A full implementation of Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data published at ICSE 2023☆16Dec 5, 2024Updated last year
- 📍 A Survey on Personalized Federated Learning in the LLM Era: A Knowledge Sharing Perspective☆15Oct 9, 2026Updated 3 weeks ago
- ☆12Dec 26, 2024Updated last year
- 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.
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆19May 28, 2025Updated last year
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 4 years ago
- 从socket开始实现pop3和smtp客户端，实现邮件编写、发送、接收、阅读、删除等基本功能。并实现简单界面（PyQt5）Start from socket to implement pop3 and smtp clients, to realize the basic …☆12Dec 24, 2023Updated 2 years ago
- Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021☆10Sep 12, 2021Updated 5 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- This synthetic benchmark dataset is designed to evaluate models based on features extracted from user telemetry data.☆15May 16, 2026Updated 5 months ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆86Jun 5, 2023Updated 3 years ago
- 一款即插即用的知识蒸馏工具包☆13May 16, 2022Updated 4 years ago
- Official implementation of Concept-as-Tree: A Controllable Synthetic Data Framework Makes Stronger Personalized VLMs.☆12Jun 28, 2026Updated 4 months 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.
- ☆10Aug 24, 2024Updated 2 years ago
- Communication-Efficient Feature-based Federated Transfer Learning☆14Jun 20, 2024Updated 2 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Oct 8, 2026Updated 3 weeks ago
- ☆10Dec 17, 2020Updated 5 years ago
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆15Apr 3, 2024Updated 2 years ago
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated 2 years ago
- The official implementation of "Federated Learning with Label-Masking Distillation"☆11Oct 28, 2023Updated 3 years ago