README

本仓库收集了一些多视图聚类的基线方法代码，并将其实际运行。

Methods

Paper	Title	Year	Github	Tips
Deep embedded multi-view clustering with collaborative training	DEMVC	2021	https://github.com/SubmissionsIn/DEMVC
Deep Multi-View Subspace Clustering with Anchor Graph	DMCAG	2023	https://github.com/gzcch/DMCAG
GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering	GCFAgg	2023	https://github.com/Galaxy922/GCFAggMVC

Bibtex:

DEMVC

  @article{xu2021deep,
    title={Deep embedded multi-view clustering with collaborative training},
    author={Xu, Jie and Ren, Yazhou and Li, Guofeng and Pan, Lili and Zhu, Ce and Xu, Zenglin},
    journal={Information Sciences},
    volume={573},
    pages={279--290},
    year={2021}
  }

DMCAG

  @article{cui2023deep,
    title={Deep multi-view subspace clustering with anchor graph},
    author={Cui, Chenhang and Ren, Yazhou and Pu, Jingyu and Pu, Xiaorong and He, Lifang},
    journal={arXiv preprint arXiv:2305.06939},
    year={2023}
  }

GCFAgg

  @inproceedings{yan2023gcfagg,
  title={Gcfagg: Global and cross-view feature aggregation for multi-view clustering},
  author={Yan, Weiqing and Zhang, Yuanyang and Lv, Chenlei and Tang, Chang and Yue, Guanghui and Liao, Liang and Lin, Weisi},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={19863--19872},
  year={2023}
}