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前向 - 前向对比学习【英文版】.pdf |
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英文标题:Forward-Forward Contrastive Learning中文摘要:该研究论文提出了一种基于前向前向对比学习的图像分类预训练方法,通过将前向算法与对比学习结合,可以构建出更加具有鲁棒性的分类模型,实验结果表明该方法可以取得比现有预训练模型更加出色的分类性能。英文摘要:Medical image classification is one of the most important tasks forcomputer-aided diagnosis. Deep learning models, particularly convolutionalneural networks, have been successfully used for disease classification frommedical images, facilitated by automated feature learning. However, the diverseimaging modalities and clinical pathology make it challeng
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