2026
Confusion-Aware Spectral Regularizer for Long-Tailed Recognition
CVPR 2026
Long-tailed image classification remains a long-standing challenge, as real-world data typically follow highly imbalanced distributions where a few head classes dominate and many tail classes contain only limited samples. This imbalance biases feature learning toward head categories and leads to sig