CODE: Cross-Modal Calibration and Dynamic Suppression for Open World Object Detection

Hao Xu, Zhaoning Shi, Hehe Jin +1

Open World Object Detection (OWOD) built on multimodal foundation models often suffers from semantic ambiguity caused by unidirectional text-to-vision matching, while rigid outlier…