nkusyl / EViT

Official code release of our paper "EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention"

EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention

The code will be released at this repository after the paper EViTs is accepted by journals.

This repository will contain the PyTorch training and evaluation code for EViTs.

The overall pipeline of EViTs is illustrated in this figure.

If you use this code for a paper please cite:

@article{shi2023evit,
  title={EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention},
  author={Shi, Yulong and Sun, Mingwei and Wang, Yongshuai and Wang, Rui and Sun, Hui and Chen, Zengqiang},
  journal={arXiv preprint arXiv:2310.06629},
  year={2023}
}