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Learngene:从祖先模型继承压缩知识到后代模型(英文版)

发布者:wx****29
2023-05-06
10 MB 17 页
人工智能(AI)
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Learngene:从祖先模型继承压缩知识到后代模型【英文版】.pdf
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英文标题:Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models中文摘要:提出了一种新的机器学习范式 Learngene,其主要特点是能够在一个祖先模型的连续学习期间积累知识,把这些经验压缩成紧凑的信息元素(即 Learngene),并将其遗传给后代模型,使其更容易适应新环境。英文摘要:During the continuous evolution of one organism's ancestry, its genesaccumulate extensive experiences and knowledge, enabling newborn descendants torapidly adapt to their specific environments. Motivated by this observation, wepropose a novel machine learning paradigm \textit{Learngene} to enabl

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