2024年对比学习(contrastive learning)有没有深入的理论分析和相关研究?

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对比学习(Contrastive Learning)是近年来深度学习领域中的一个热点研究方向,尤其在自监督学习中显示出了强大的应用潜力。通过构建正负样本对,使模型能够学习到数据的判别性特征。自 2020 年以来,对比学习的研究逐渐由工程应用转向基础理论分析和改进 ...


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