2 papers
cs.CV2024
Region-centric Image-Language Pretraining for Open-Vocabulary Detection
Dahun Kim, Anelia Angelova, Weicheng Kuo
We present a new open-vocabulary detection approach based on region-centric image-language pretraining to bridge the gap between image-level pretraining and open-vocabulary object…
cs.CV2024
Learning Visual Grounding from Generative Vision and Language Model
Shijie Wang, Dahun Kim, Ali Taalimi +2
Visual grounding tasks aim to localize image regions based on natural language references. In this work, we explore whether generative VLMs predominantly trained on image-text data…