In the content, the authors introduce a novel approach using a Pareto-wise ranking classifier to streamline multi-objective NAS. By transforming the complex task into a simple classification problem, they alleviate the rank disorder issue and achieve superior results compared to existing methods. The proposed method successfully identifies promising network architectures under various objectives and constraints.
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by Lianbo Ma,Na... lúc arxiv.org 03-12-2024
https://arxiv.org/pdf/2109.07582.pdfYêu cầu sâu hơn