Long-Tailed Recognition via Information-Preservable Two-Stage Learning

TL;DR

The imbalance (or long-tail) is the nature of many real-world data distributions, which often induces the undesirable bias of deep classification models toward frequent classes, resulting in poor perf…

Opening excerpt from the authors’ abstract. source