Class-Specific Branch Attention for Mitigating Gradient Interference under Class Imbalance

Arush Singhal, Umang Soni

Deep neural networks trained under severe class imbalance often exhibit degraded performance, typically attributed to statistical bias. In this work, we identify a complementary op…