Yunhe Wang
4 papers in the PaperMetrix corpus
Papers by this author
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A Semi-Supervised Assessor of Neural Architectures
2020 · arXiv (Cornell University)
Neural architecture search (NAS) aims to automatically design deep neural networks of satisfactory performance. Wherein, architecture performance predictor is critical to efficiently value an intermediate neural architecture. But for the training of this predictor, a …
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DropNAS: Grouped Operation Dropout for Differentiable Architecture Search
2022 · arXiv (Cornell University)
Neural architecture search (NAS) has shown encouraging results in automating the architecture design. Recently, DARTS relaxes the search process with a differentiable formulation that leverages weight-sharing and SGD where all candidate operations are trained simultaneously. …
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A Study on Public Acceptability of Traditional Chinese Medicine Meridian Instruments
2020
In view of TCM Meridians' philosophy, this research advocates that human meridians and organs are the unit of the body; on the basis of the integration analysis from application and combination of Bio Electricity and …
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Universal Adder Neural Networks
2021 · arXiv (Cornell University)
Compared with cheap addition operation, multiplication operation is of much higher computation complexity. The widely-used convolutions in deep neural networks are exactly cross-correlation to measure the similarity between input feature and convolution filters, which involves …