Weighted ensemble loss framework for imbalanced object classification in medical imaging, combining CE, Focal, Class-Balanced and LDAM losses via per-head adapter projections and EMA-normalized gradient balancing.
imbalanced-data ensemble-classifier imbalanced-classification loss-functions-and-optimization long-tail-recognition
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Updated
Jun 13, 2026 - Python