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7 个月
DNABERT-S:基于物种感知DNA嵌入的创新基因组模型推动物种分化研究
研究人员针对基因组序列物种分化难题,开发了DNABERT-S模型。该研究通过创新的Manifold Instance Mixup(MI-Mix)对比学习策略和Curriculum Contrastive Learning(C2LR)方法,在28个数据集中实现物种聚类ARI指数翻倍,仅需2-shot训练即可超越基线10-shot性能,为微生物组研究和生物 ...
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