Donglin Qian

CAKE: Category Aware Knowledge Extraction for Open-Vocabulary Object Detection

Open vocabulary object detection (OVOD) task aims to detect objects of novel categories beyond the base categories in the training set. To this end, the detector needs to access image-text pairs containing rich semantic information or the visual language pre-trained model (VLM) learned on them. Rece…