Yaochi Zhao

Combining Loss Reweighting and Sample Resampling for Long-Tailed Instance Segmentation

Traditional instance segmentation methods perform poorly when the training data has a long-tailed distribution. The recent long-tailed solutions only consider loss reweighting or sample resampling, which still suffers from the gradient imbalance of positive and negative samples and the overfitting r…