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A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI
Official implementation of "Attention-aware semantic communications for collaborative inference” (IEEE IoTJ 2024)
An easy-to-use federated learning platform
Federated Learning in CVPR2024
Personalized federated learning codebase for research
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
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