Parametric Feature Transfer: One-shot Federated Learning with Foundation Models

2 February 2024

Papers citing "Parametric Feature Transfer: One-shot Federated Learning with Foundation Models"

6 / 6 papers shown

A New One-Shot Federated Learning Framework for Medical Imaging Classification with Feature-Guided Rectified Flow and Knowledge Distillation

297

25 Jul 2025

One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling

260

13 Mar 2025

Vision Foundation Models in Medical Image Analysis: Advances and Challenges

344

24 Feb 2025

One-shot Federated Learning Methods: A Practical GuideInternational Joint Conference on Artificial Intelligence (IJCAI), 2024

383

13 Feb 2025

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024

Haokun Chen

Hang Li

Yao Zhang

Philip Torr

Volker Tresp

378

07 Oct 2024

When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions

676

122

27 Jun 2023