Update README.md

README.md

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-license: apache-2.0
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+This is the huggingface version of [LLMDet](https://arxiv.org/abs/2501.18954) (CVPR2025 Highlight).
+
+Please refer to our [Github](https://github.com/iSEE-Laboratory/LLMDet/tree/main/hf_model) for more details.
+
+If you find our work helpful for your research, please consider citing our paper.
+
+```
+@article{fu2025llmdet,
+  title={LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models},
+  author={Fu, Shenghao and Yang, Qize and Mo, Qijie and Yan, Junkai and Wei, Xihan and Meng, Jingke and Xie, Xiaohua and Zheng, Wei-Shi},
+  journal={arXiv preprint arXiv:2501.18954},
+  year={2025}
+}
+```
+