Muhammd Uzair Khattak

Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection

Existing open-vocabulary object detectors typically enlarge their vocabulary sizes by leveraging different forms of weak supervision. This helps generalize to novel objects at inference. Two popular forms of weak-supervision used in open-vocabulary detection (OVD) include pretrained CLIP model and i…