We first describe Query-Adaptive R-CNN as an extension of the Faster R- CNN (Ren et al., 2015) object detection framework to open-vocabulary object detection simply by adding a component called a detector generator.
instead, we generate a regressor as well as a classifier, which enables more accurate localization with fewer proposals.