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# TokenMixers

### Introduction
This repository includes the official Pytorch implementation for the following works on efficient token mixing and learning:
- [Active Token Mixer](https://arxiv.org/abs/2302.14402), AAAI 2023 Oral, in [this folder](https://oai.azure.com/portal/12e4fd51447842059bfaf89af93e0dfd/ActiveMLP/).
- [Adaptive Frequency Filters As Efficient Global Token Mixers](https://arxiv.org/abs/2302.14402), ICCV 2023, in [this folder](https://oai.azure.com/portal/12e4fd51447842059bfaf89af93e0dfd/AFFNet/).



### Citing
If you find this code and work useful, please consider **citing** the following paper and **star** this repo. Thank you very much!
```
@inproceedings{wei2023active,
title={Active Token Mixer},
author={Wei, Guoqiang and Zhang, Zhizheng and Lan, Cuiling and Lu, Yan and Chen, Zhibo},
booktitle={AAAI},
year={2023}
}
@inproceedings{huang2023adaptive,
title={Adaptive Frequency Filters As Efficient Global Token Mixers},
author={Huang, Zhipeng and Zhang, Zhizheng and Lan, Cuiling and Zha, Zheng-Jun and Lu, Yan and Guo, Baining},
booktitle={ICCV},
year={2023}
}
```

## Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a
Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide
a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
contact [[email protected]](mailto:[email protected]) with any additional questions or comments.

## Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
[Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general).
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.

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