repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.
☆31Nov 21, 2023Updated 2 years ago
Alternatives and similar repositories for Federated-Learning-Knowledge-Distillation
Users that are interested in Federated-Learning-Knowledge-Distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Sep 8, 2023Updated 3 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
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆44Aug 31, 2025Updated last year
- 最新pytorch分布式训练,单机多卡,多机多卡整理(多GPU)☆18Mar 25, 2024Updated 2 years ago
- The official implementation of "Federated Learning with Label-Masking Distillation"☆11Oct 28, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆32Nov 21, 2022Updated 3 years ago
- ☆56Feb 23, 2024Updated 2 years ago
- Towards model-agnostic federated learning using knowledge distillation, ICLR 2022☆10Mar 12, 2022Updated 4 years ago
- 采用VAE模型实现网络流量异常检测,并结合联邦学习与蒸馏学习☆17Dec 1, 2023Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- ☆19Jul 13, 2025Updated last year
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- On Bridging Generic and Personalized Federated Learning for Image Classification☆16Feb 5, 2022Updated 4 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 3 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.
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆28Apr 1, 2025Updated last year
- Official implementation of DapperFL.☆13Oct 29, 2024Updated 2 years ago
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 4 years ago
- ☆18Aug 5, 2024Updated 2 years ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated 2 years ago
- ☆15Dec 15, 2023Updated 2 years ago
- [ICLR 2025] ENERGY-BASED BACKDOOR DEFENSE AGAINST FEDERATED GRAPH LEARNING☆19Updated this week
- ☆28Feb 26, 2023Updated 3 years ago
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆125Aug 7, 2023Updated 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.
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆117Nov 9, 2025Updated 11 months ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Aug 6, 2023Updated 3 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆76Dec 27, 2024Updated last year
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 7 years ago
- 分类任务的 Focal Loss,PyTorch 实现☆10Jun 13, 2023Updated 3 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆192May 26, 2022Updated 4 years ago
- 此项目为论文《FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism》的验证项目。基于 intel SGX ,实现将各个不同模型的推测结果在可信硬件中使用 truth…☆18Oct 23, 2023Updated 3 years ago
- Unofficial PyTorch implementation of Anti Distillation Backdoor Attacks(MM '21)☆10Sep 7, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This repository contains the official implementation of the paper entitled with "FedAPEN: Personalized Cross-silo Federated Learning with…☆15Dec 4, 2023Updated 2 years ago
- Code for the paper "Knowledge-Aware Federated Active Learning with Non-IID Data", ICCV2023☆10Sep 8, 2023Updated 3 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆28May 28, 2024Updated 2 years ago
- Paper: "Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices"☆16Jan 10, 2024Updated 2 years ago
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Oct 8, 2026Updated 3 weeks ago
- ☆35Nov 8, 2023Updated 2 years ago