# ViTAE

**Repository Path**: xxuffei/ViTAE

## Basic Information

- **Project Name**: ViTAE
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-05-25
- **Last Updated**: 2024-05-25

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<h1 align="left">ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias <a href="https://arxiv.org/pdf/2106.03348.pdf"><img  src="https://img.shields.io/badge/arXiv-Paper-<COLOR>.svg" ></a>
</a> </h1> 

By Yufei Xu*, Qiming Zhang*, Jing Zhang, and Dacheng Tao, accepted by Neurips 2021.

The code and pretrained models (ViTAE and ViTAEv2) have been moved to [Link](https://github.com/ViTAE-Transformer/ViTAE-Transformer). Please try it and have fun!

We have also provided the codes of using ViTAE for 

> [Detection](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Object-Detection)

> [Segmentation](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Semantic-Segmentation)

> [Pose Estimation](https://github.com/ViTAE-Transformer/ViTAE-Transformer/tree/main/Animal-Pose-Estimation)

> [Matting](https://github.com/ViTAE-Transformer/ViTAE-Transformer-Matting)

> [Remote Sensing](https://github.com/ViTAE-Transformer/ViTAE-Transformer-Remote-Sensing)

## Citing ViTAE and ViTAEv2
```
@article{xu2021vitae,
  title={Vitae: Vision transformer advanced by exploring intrinsic inductive bias},
  author={Xu, Yufei and Zhang, Qiming and Zhang, Jing and Tao, Dacheng},
  journal={Advances in Neural Information Processing Systems},
  volume={34},
  year={2021}
}
@article{zhang2022vitaev2,
  title={ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond},
  author={Zhang, Qiming and Xu, Yufei and Zhang, Jing and Tao, Dacheng},
  journal={arXiv preprint arXiv:2202.10108},
  year={2022}
}
```