Codes for FedKD
☆62Jul 18, 2022Updated 3 years ago
Alternatives and similar repositories for FedKD
Users that are interested in FedKD 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…☆14Dec 4, 2023Updated 2 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆163Jun 3, 2021Updated 4 years ago
- ☆21Sep 20, 2022Updated 3 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆227Nov 29, 2025Updated 3 months ago
- ☆29Jun 3, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆33Dec 9, 2021Updated 4 years ago
- ☆17Aug 5, 2024Updated last year
- An experimental platform for federated learning.☆626Jun 4, 2025Updated 9 months ago
- Federated Learning Framework☆24Oct 18, 2022Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,965Oct 5, 2025Updated 5 months ago
- Code and data accompanying the FedGen paper☆260Oct 31, 2024Updated last year
- ☆10May 22, 2023Updated 2 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- ☆29Mar 25, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆75Oct 30, 2020Updated 5 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆64Dec 27, 2024Updated last year
- Federated Bilevel Optimization☆16Jun 23, 2022Updated 3 years ago
- Implementation and results for ICTIR2021 paper: Effective and Privacy-preserving Federated Online Learning to Rank☆11Jul 24, 2021Updated 4 years ago
- FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks☆22Sep 15, 2023Updated 2 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆33Dec 17, 2024Updated last year
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆49Aug 24, 2022Updated 3 years ago
- ☆15Aug 29, 2023Updated 2 years ago
- Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation☆24May 22, 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.
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 2 years ago
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆21May 28, 2025Updated 9 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆176May 26, 2022Updated 3 years ago
- ☆14Apr 25, 2023Updated 2 years ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆129Dec 20, 2024Updated last year
- [ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training☆23Oct 17, 2022Updated 3 years ago
- The official implementation of paper "Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors…☆15Jun 14, 2024Updated last year
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆19May 29, 2023Updated 2 years ago
- 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.
- ☆164Dec 23, 2022Updated 3 years ago
- A try for federated learning with Resnet on CIFAR10 using Cloud-Edge-Client framework.☆21Jul 9, 2020Updated 5 years ago
- Code Implementation and Informations about FedAS☆34Feb 4, 2025Updated last year
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- ☆12May 14, 2024Updated last year
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 2 years ago
- ☆17Nov 19, 2025Updated 4 months ago