Relieving Long-tailed Instance Segmentation via Pairwise Class Balance

Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei +2

Long-tailed instance segmentation is a challenging task due to the extreme imbalance of training samples among classes. It causes severe biases of the head classes (with majority s…