Search Results for author: Li Lyna Zhang

Found 3 papers, 1 papers with code

Boosting Mobile CNN Inference through Semantic Memory

no code implementations5 Dec 2021 Yun Li, Chen Zhang, Shihao Han, Li Lyna Zhang, Baoqun Yin, Yunxin Liu, Mengwei Xu

Human brains are known to be capable of speeding up visual recognition of repeatedly presented objects through faster memory encoding and accessing procedures on activated neurons.

Fast Hardware-Aware Neural Architecture Search

1 code implementation25 Oct 2019 Li Lyna Zhang, Yuqing Yang, Yuhang Jiang, Wenwu Zhu, Yunxin Liu

Unlike previous approaches that apply search algorithms on a small, human-designed search space without considering hardware diversity, we propose HURRICANE that explores the automatic hardware-aware search over a much larger search space and a two-stage search algorithm, to efficiently generate tailored models for different types of hardware.

Neural Architecture Search

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