Better Matching, Less Forgetting: A Quality-Guided Matcher for Transformer-based Incremental Object Detection

Qirui Wu, Shizhou Zhang, De Cheng +4

Incremental Object Detection (IOD) aims to continuously learn new object classes without forgetting previously learned ones. A persistent challenge is catastrophic forgetting, prim…