Fed2PKD: Bridging Model Diversity in Federated Learning via Two-Pronged Knowledge Distillation
Author:
Affiliation:
1. Hohai University,Key Laboratory of Water Big Data Technology of Ministry of Water Resources,Nanjing,China
2. College of Computer Science and Software Engineering, Hohai University,Nanjing,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10643868/10643887/10643935.pdf?arnumber=10643935
Reference28 articles.
1. Federated optimization in heterogeneous networks;Li
2. Federated learning from pre-trained models: A contrastive learning approach;Tan;Advances in Neural Information Processing Systems, (Neu rIPS),2022
3. Architecture agnostic federated learning for neural networks;Makhija
4. Learn from Others and Be Yourself in Heterogeneous Federated Learning
5. Personalized federated learning with feature alignment and classifier collaboration;Xu
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