Awesome-Federated-Prompting

A collection of Federated Prompting-related works.

Paper

PROMPTFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model (IEEE Transactions on Mobile Computing, 2023) [paper] [code]
Learning Federated Visual Prompt in Null Space for MRI Reconstruction (CVPR, 2023) [paper] [code]
Federated Adaptive Prompt Tuning for Multi-domain Collaborative Learning (ArXiv, 2023) [paper]
FEDPROMPT: COMMUNICATION-EFFICIENT AND PRIVACY-PRESERVING PROMPT TUNING IN FEDERATED LEARNING (ICASSP, 2023) [paper]
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning (ArXiv, 2023) [paper]
FEDERATED GENERATIVE LEARNING WITH FOUNDATION MODELS (ArXiv, 2023) [paper] [code]
Fed-CPrompt: Contrastive Prompt for Rehearsal-Free Federated Continual Learning (FL-ICML)
[paper]