通过扰动辅助样本合成进行新型不确定性量化

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Updated: Jun 28, 2025

Isotopic Effect in Double Proton Transfer Process of Porphycene Investigated by Enhanced QM/MM Method
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Isotopic Effect in Double Proton Transfer Process of Porphycene Investigated by Enhanced QM/MM Method

Published on: July 19, 2019

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Yifei Liu, Rex Shen, Xiaotong Shen

    IEEE transactions on pattern analysis and machine intelligence
    |April 24, 2024
    PubMed
    概括

    本研究提出了使用合成数据量化不确定性的新框架. 扰动辅助推理 (PAI) 框架增强了数据多样性和隐私,提高了深度学习模型的可靠性.

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