DecouplingClassifierforBoostingFew-shotObject DetectionandInstanceSegmentation

Neural Information Processing Systems 

This paper focus on few-shot object detection (FSOD) and instance segmentation(FSIS), which requires amodel toquickly adapt tonovelclasses with afew labeled instances.