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Lifelong Self-Supervised Learning (LSSL)

基于多自监督学习框架的持续学习,同时学习关键信息并遗忘不重要的知识,旨在训练泛化性更强的自监督模型

MuAS:Mu memory Aware Synapses

为MAS添加了一点点动量遗忘机制

但Task Incremental的Lifelong Learning或许已经退出时代舞台了……

Relevant Papers

MSTDKD: a framework of using multiple self-supervised methods for semi-supervised learning

https://doi.org/10.1117/12.2661030

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Lifelong Self-Supervised Learning (LSSL) with MuAS

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