To Balance or Not to Balance: A Simple-yet-Effective Approach for Learning with Long-Tailed Distributions

Junjie Zhang, Lingqiao Liu, Peng Wang +1

Real-world visual data often exhibits a long-tailed distribution, where some ''head'' classes have a large number of samples, yet only a few samples are available for ''tail'' clas…