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20232026
most citedSCL-VI: Self-supervised Context Learning for Visual Inspection of Industrial Defects

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cs.CV2026

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…