Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance

Indu Panigrahi, Richard Zhu

Most state-of-the-art computer vision models heavily depend on data. However, many datasets exhibit extreme class imbalance which has been shown to negatively impact model performa…