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arXivYingjun Xiao, Xi Chen, Gang Fang, Siyuan ChenFri, May 22, 2026, 6:50 AM PDT
score 14.6

Method cuts false unknowns in open-world object detection by half

Original: DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection

Source: arxiv.org

Writing ELI5 summary…