Adaptive Diversity Induced Reweighting for long-tailed classification.

Real-world large-scale data often exhibit a long-tailed distribution, making a classifier difficult to generalize well on tail categories. A straightforward and effective approach to tackling this issue is reweighting. Traditionally, the weight of a category is designed according to its cardinality, i.