Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images

The official implementation for the CVPR-2022 paper "Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images".

Requirements

• CUDA/CUDNN
• pytorch >= 1.4.0

Citation

If you find our code useful, please cite our paper.

@inproceedings{wu2022cross,
  title={Cross-patch Dense Contrastive Learning for Semi-supervised Segmentation of Cellular Nuclei in Histopathologic Images},
  author={Wu, Huisi and Wang, Zhaoze and Song, Youyi and Yang, Lin and Qin, Jing},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2022}
}