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Neural architecture search using network embedding and generative adversarial networks

Abstract Surrogate models are used by recently proposed algorithms as a means of forecasting neural architecture performance. Rather than training the network from scratch, which speeds up evaluation of performance in the search for neural architecture. However, collecting a sufficient number of lab...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Morteza Yousefi, Vahid Mehrdad, Mohammad Bagher Dowlatshahi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2025-12-01
Schriftenreihe:Scientific Reports
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Online-Zugang:https://doi.org/10.1038/s41598-025-30012-6
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