An easy-to-use federated learning platform

Federated Learning in CVPR2024

Personalized federated learning codebase for research

An FL algorithm inspired by FedGMA

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Implementation of the ICLR 2025 paper "Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models"

Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAylIm)

CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View

Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.

[NeurIPS 2024] Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method

A curated list of awesome awesomeness about artificial intelligence

Papers related to Federated Learning in all top venues

[CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"

Learning Domain Invariant Prompt for Vision-Language Models

[ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models

Global and Local Prompts Cooperation via Optimal Transport for Federated Learning

[CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".

[NeurIPS 2025 D&B] A comprehensive benchmark suite for large-scale evaluation of federated prompt learning methods

바킹독의 실전 알고리즘 강의 자료

This repository implements FEDL using pytorch

FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)

Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation

The official implantation of SGPT (CVPR2024)

✨✨A curated list of latest advances on Large Foundation Models with Federated Learning