https://github.com/computer-vision-in-the-wild/react

https://github.com/computer-vision-in-the-wild/react

Repository

https://github.com/Computer-Vision-in-the-Wild/react/blob/main/

# REACT: Learning Customized Visual Models with Retrieval-Augmented Knowledge

[Haotian Liu](https://hliu.cc), [Kilho Son](#), [Jianwei Yang](https://jwyang.github.io/), [Ce Liu](#), [Jianfeng Gao](https://www.microsoft.com/en-us/research/people/jfgao/), [Yong Jae Lee*](https://pages.cs.wisc.edu/~yongjaelee/), [Chunyuan Li*](https://chunyuan.li/)

[[Project Page](https://react-vl.github.io/)] [[Paper](https://arxiv.org/abs/2301.07094)]

![Teaser figure](figures/concept.gif)

- Introducing a customization stage to the lifecycle of foundation models!
- REACT customizes foundation models to downstream tasks without the need of any labeled data.

## Code Release

Code comming soon.  Stay tuned!

## Citation
```
@article{liu2023react,
  author      = {Liu, Haotian and Son, Kilho and Yang, Jianwei and Liu, Ce and Gao, Jianfeng and Lee, Yong Jae and Li, Chunyuan},
  title       = {Learning Customized Visual Models with Retrieval-Augmented Knowledge},
  publisher   = {arXiv:2301.07094},
  year        = {2023},
}
```

## Contributing

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