Talk in Pieces, See in Whole: Disentangled and Hierarchical Representation Learning in Language-based Object Detection

Sojung An, Kwanyong Park, Yong Jae Lee +1

Vision-language models (VLMs) have advanced multimodal perception, demonstrated by open-vocabulary object detection with simple language queries. State-of-the-art VLMs still strugg…