Abstract: Open-world detection poses significant challenges, as it requires the detection of any object using either object class labels or free-form texts. Existing related works often use ...

Open World Object Detection (OWOD) is a challenging and realistic task that extends beyond the scope of standard Object Detection task. It involves detecting both known and unknown objects while ...