Understanding CNN Fragility When Learning With Imbalanced Data

Damien Dablain, Kristen N. Jacobson, Colin Bellinger +2

Convolutional neural networks (CNNs) have achieved impressive results on imbalanced image data, but they still have difficulty generalizing to minority classes and their decisions…