Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model

Xueqiang Lv, Shizhou Zhang, Yinghui Xing +3

Open-world object detection (OWOD) requires incrementally detecting known categories while reliably identifying unknown objects. Existing methods primarily focus on improving unkno…