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Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning

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AGoT

This repository contains the code for Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. We build AGoT on top of the awesome toolbox of Dassl.pytorch.

How to Run

Install dassl based on https://github.com/KaiyangZhou/CoOp?tab=readme-ov-file#how-to-install

Run AGoT on imagenet

sh scripts/AGoT/train.sh

Citation

The full citation is

@article{yang2024soft,
  title={Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning},
  author={Yang, Juncheng and Li, Zuchao and Xie, Shuai and Yu, Wei and Li, Shijun and Du, Bo},
  journal={arXiv preprint arXiv:2404.04538},
  year={2024}
}

Acknowledgement

https://github.com/KaiyangZhou/CoOp

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