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Oct, 2023
联邦式增量类别学习与提示
Federated Class-Incremental Learning with Prompting
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Jiale Liu, Yu-Wei Zhan, Chong-Yu Zhang, Xin Luo, Zhen-Duo Chen...
TL;DR
提出了一种名为FCILPT的新方法,通过使用提示来减轻旧类别的灾难性遗忘,将与任务相关和任务不相关的知识编码到提示中,解决了非独立分布的数据和新类别的到来所导致的问题。在CIFAR-100、Mini-ImageNet和Tiny-ImageNet的实验证明FCILPT相比现有方法取得了显著的准确性改进。
Abstract
As
web technology
continues to develop, it has become increasingly common to use data stored on different clients. At the same time,
federated learning
has received widespread attention due to its ability to prot
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