DE-DARTS: Neural architecture search with dynamic exploration

Neural architecture search (NAS) methods automatically find optimal neural networks without human assistance. Numerous algorithms for NAS have been studied to find architectures with gradient-based search. Differentiable architecture search (DARTS), one of the key papers of gradient-based search, dr...

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Bibliographic Details
Main Authors: Jiwoo Mun, Seokhyeon Ha, Jungwoo Lee
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:ICT Express
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959522000613