Prototype Matching Learning for Incomplete Multi-view Clustering（TIP 2025）

This repo contains the code and data of our paper "Prototype Matching Learning for Incomplete Multi-view Clustering". If you have any questions about the source code, please contact: hl_yuan0822@163.com.

Requirements

pytorch==1.2.0

numpy>=1.19.1

scikit-learn>=0.23.2

munkres>=1.1.4

Datasets

You can find these datasets used in the paper at Quark.

Training

Run the code by

python main.py --i_d 0 --missrate 0.5

Citation

If you find our work useful in your research, please consider citing:
@article{yuan2025prototype,
  title={Prototype Matching Learning for Incomplete Multi-view Clustering},
  author={Yuan, Honglin and Sun, Yuan and Zhou, Fei and Wen, Jing and Yuan, Shihua and You, Xiaojian and Ren, Zhenwen},
  journal={IEEE Transactions on Image Processing},
  year={2025},
  publisher={IEEE}
}