GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph

The efficient tuning method for VLMs

Xin Li, Dongze Lian, Zhihe Lu, Jiawang Bai, Zhibo Chen and Xinchao Wang

University of Science and Technology of China (USTC), National University of Singapore (NUS)

🔖 New!!!

| 2023-09-26 | The Arxiv version has been released |

| 2023-12-09 | Then basic code starts to be released |

| 2024-03-10 | Full code has been initially released |

📌 Cite US

If this work is helpful to you, please cite us:

@article{li2024graphadapter,
  title={Graphadapter: Tuning vision-language models with dual knowledge graph},
  author={Li, Xin and Lian, Dongze and Lu, Zhihe and Bai, Jiawang and Chen, Zhibo and Wang, Xinchao},
  journal={Advances in Neural Information Processing Systems},
  volume={36},
  year={2024}
}

Acknowledges

The code is implemented based on the excellent work CoOp