CLEAR: Class-wise Expert Aggregation with Structured Sampling for Long-Tailed Classification

Gawon Lim

Long-tailed classification poses a reliability challenge because models trained on imbalanced data are unevenly reliable across frequent and underrepresented classes. While existin…