6 citations · 19 across the 27 of their papers we have counts for
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cs.LG2022
DAS: Neural Architecture Search via Distinguishing Activation Score
Yuqiao Liu, Haipeng Li, Yanan Sun +1
Neural Architecture Search (NAS) is an automatic technique that can search for well-performed architectures for a specific task. Although NAS surpasses human-designed architecture…
cs.NE2022★ 1 cited
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism
Xiangning Xie, Yuqiao Liu, Yanan Sun +2
Neural Architecture Search (NAS) can automatically design architectures for deep neural networks (DNNs) and has become one of the hottest research topics in the current machine lea…
cs.LG2022
Automating Neural Architecture Design without Search
Zixuan Liang, Yanan Sun
Neural structure search (NAS), as the mainstream approach to automate deep neural architecture design, has achieved much success in recent years. However, the performance estimatio…