$\beta$-DARTS++ : Bi-level Regularization for Proxy-robust Differentiable Architecture Search

Neural Architecture Search (NAS) has attracted increasing attention in recent years because of its capability to design neural networks automatically. Among them, differential NAS approaches such as DARTS, have gained popularity for search efficiency. However, they still suffer from three main issue...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 01. Okt.
1. Verfasser: Ye, Peng (VerfasserIn)
Weitere Verfasser: He, Tong, Li, Baopu, Chen, Tao, Bai, Lei, Ouyang, Wanli
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article