DMDSC adapts class-specific margins dynamically by label frequency in deep simplex classifiers to improve open-set recognition on imbalanced medical image datasets.
Pattern Recogni- tion126, 108564 (2022)
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DMDSC: A Dynamic-Margin Deep Simplex Classifier for Open-Set Recognition on Medical Image Datasets
DMDSC adapts class-specific margins dynamically by label frequency in deep simplex classifiers to improve open-set recognition on imbalanced medical image datasets.