Awesome

Are Multimodal Models Robust to Image and Text Perturbations?

More details can be found on the project webpage.

If you feel our paper helps in your research, kindly cite our papers:

@inproceedings{Qiu2022AreMM,
  title={Are Multimodal Models Robust to Image and Text Perturbations?},
  author={Jielin Qiu and Yi Zhu and Xingjian Shi and Florian Wenzel and Zhiqiang Tang and Ding Zhao and Bo Li and Mu Li},
  journal={arXiv preprint arXiv:2212.08044},
  year={2022}
}

@inproceedings{qiu2022benchmarking,
  title={Benchmarking Robustness under Distribution Shift of Multimodal Image-Text Models},
  author={Qiu, Jielin and Zhu, Yi and Shi, Xingjian and Tang, Zhiqiang and Zhao, Ding and Li, Bo and Li, Mu},
  booktitle={NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and Applications}
}

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This project is licensed under the Apache-2.0 License.