Abstract: There has been a notable advancement in the task of object detection over the last few years. However, recent studies reveal that modern object detectors suffer a considerable performance ...

Abstract: Modern object detectors have achieved impressive progress under the close-set setup. However, open-set object detection (OSOD) remains challenging since objects of unknown categories are ...