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Jul, 2023
多目标神经架构搜索调查
A Survey on Multi-Objective Neural Architecture Search
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Seyed Mahdi Shariatzadeh, Mahmood Fathy, Reza Berangi, Mohammad Shahverdy
TL;DR
该研究论文总结了多目标神经架构搜索(MONAS)领域的重要工作,并讨论了神经架构搜索的分类方法、目标函数及其随机性对多目标优化过程的影响,并提出了未来研究的方向。
Abstract
Recently, the expert-crafted neural architectures is increasing overtaken by the utilization of
neural architecture search
(NAS) and automatic generation (and tuning) of network structures which has a close relation to the
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