Federated Class-Incremental Learning with New-Class Augmented Self-Distillation

1 January 2024

Papers citing "Federated Class-Incremental Learning with New-Class Augmented Self-Distillation"

6 / 6 papers shown

Title
FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Ke Xu Wen Wang Xue Jiang Bo Gao Jin Lu 73 24 0 15 Aug 2023
No One Left Behind: Real-World Federated Class-Incremental Learning Jiahua Dong Hongliu Li Yang Cong Gan Sun Yulun Zhang Dengxin Dai FedML CLL 49 40 0 02 Feb 2023
Class-incremental learning: survey and performance evaluation on image classification Marc Masana Xialei Liu Bartlomiej Twardowski Mikel Menta Andrew D. Bagdanov Joost van de Weijer CLL 66 674 0 28 Oct 2020
Maintaining Discrimination and Fairness in Class Incremental Learning Bowen Zhao Xi Xiao Guojun Gan Bin Zhang Shutao Xia CLL 98 421 0 16 Nov 2019
FedMD: Heterogenous Federated Learning via Model Distillation Daliang Li Junpu Wang FedML 75 845 0 08 Oct 2019
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 234 17,328 0 17 Feb 2016