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NeurIPS 2022

GLIPv2: Unifying Localization and Vision-Language Understanding

Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao

One model connects object localization with vision-language tasks, from open-vocabulary detection to visual question answering.

GLIPv2: Unifying Localization and Vision-Language Understanding — overview figure
BibTeX citation
@inproceedings{glipv22022,
  title = {GLIPv2: Unifying Localization and Vision-Language Understanding},
  author = {Haotian Zhang and Pengchuan Zhang and Xiaowei Hu and Yen-Chun Chen and Liunian Harold Li and Xiyang Dai and Lijuan Wang and Lu Yuan and Jenq-Neng Hwang and Jianfeng Gao},
  booktitle = {NeurIPS},
  year = {2022},
  url = {https://arxiv.org/abs/2206.05836}
}