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insight - Imbalanced Gradients in Long-tailed Classification
Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier Analysis
Proposing the GALA loss to balance imbalanced gradients in long-tailed classifiers.
Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier Analysis
Imbalanced gradients in long-tailed classification bias models towards head classes, addressed by the Gradient-Aware Logit Adjustment (GALA) loss.
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