Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection

Yaoteng Zhang, Zhou Qing, Junyu Gao +1

Incremental Object Detection (IOD) aims to continuously learn new object categories without forgetting previously learned ones. Recently, prompt-based methods have gained popularit…