Improving Tail-Class Representation with Centroid Contrastive Learning

Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin +3

In vision domain, large-scale natural datasets typically exhibit long-tailed distribution which has large class imbalance between head and tail classes. This distribution poses dif…