EvoAug: improving generalization and interpretability of genomic deep neural networks with evolution-inspired data augmentations
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Deep neural networks (DNNs) hold promise for functional genomics prediction, but their generalization capability may be limited by the amount of available data. To address this, we propose EvoAug, a suite of evolution-inspired augmentations that enhance the tr... ...
