Wenjin Fu

Learning with Free Object Segments for Long-Tailed Instance Segmentation

"One fundamental challenge in building an instance segmentation model for a large number of classes in complex scenes is the lack of training examples, especially for rare objects. In this paper, we explore the possibility to increase the training examples without laborious data collection and annot…