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D2S-RSG-SSD:双重采样与随机子样本生成用于自我监督的真实图像去除.

Xiao Liu, Xiuya Shi, Yizhong Pan

    IEEE transactions on pattern analysis and machine intelligence
    |February 17, 2026
    PubMed
    概括

    本研究引入了一种新的自我监督的图像否定框架,即双重采样与随机子样本生成 (D2S-RSG-SSD),以克服当前方法的局限性. 它有效地减少噪音和文物,改善现实世界的图像质量.

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