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Updated: Jan 21, 2026

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可扩展的半监督学习与歧视性标签传播和纠正

Bingbing Jiang, Jie Wen, Zidong Wang

    IEEE transactions on pattern analysis and machine intelligence
    |January 19, 2026
    PubMed
    概括

    本研究介绍了歧视性标签传播和纠正 (DLPC),这是一个新的半监督学习框架. DLPC有效地结合了回归损失和相似性结构,改善了边界样本上的模型性能,并提高了可扩展性.

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