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Updated: Jan 14, 2026

Deep Neural Networks for Image-Based Dietary Assessment
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Deep Neural Networks for Image-Based Dietary Assessment

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随机神经网络的增量在线学习与前进规范化

Junda Wang, Minghui Hu, Ning Li

    IEEE transactions on pattern analysis and machine intelligence
    |January 12, 2026
    PubMed
    概括

    我们为随机神经网络 (随机NN) 引入了一个增量在线学习 (IOL) 框架,以克服持续学习中的挑战. 这种框架提高了业绩并减少了后悔,特别是在前期规范化方面.

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