AnalysisAI Models
6 days ago
Class-Specific Branch Attention mitigates gradient interference in class imbalance
The paper identifies inter-class gradient interference as a complementary optimization-level pathology under severe class imbalance, beyond statistical bias. It proposes class-specific branch attention to mitigate this interference, improving deep neural network performance.
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6 days ago