Congchong Nie

Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation

2025 · arXiv (Cornell University)

This paper focus on few-shot object detection~(FSOD) and instance segmentation~(FSIS), which requires a model to quickly adapt to novel classes with a few labeled instances. The existing methods severely suffer from bias classification because of …