C${}^2$Path: Class-Conditional Pathway Decoupling for Vision-Language Incremental Object Detection

Lecheng Xu, Feifei Shao, Ouyangzi Ye +5

Incremental Object Detection (IOD) aims to enable detectors to continuously learn novel categories while preserving previously acquired knowledge. However, existing methods suffer…