Towards Accurate and Compact Architectures via Neural Architecture Transformer

Designing effective architectures is one of the key factors behind the success of deep neural networks. Existing deep architectures are either manually designed or automatically searched by some Neural Architecture Search (NAS) methods. However, even a well-designed/searched architecture may still c...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 07. Okt., Seite 6501-6516
Auteur principal: Guo, Yong (Auteur)
Autres auteurs: Zheng, Yin, Tan, Mingkui, Chen, Qi, Li, Zhipeng, Chen, Jian, Zhao, Peilin, Huang, Junzhou
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't