A Survey of Deep Clustering Algorithms

 

A Survey of Deep Clustering Algorithms

作者：凯鲁嘎吉 - 博客园 http://www.cnblogs.com/kailugaji/

1. Clustering with Deep Learning: Taxonomy and New Methods

2. A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture

Comparison of algorithms based on network architecture and loss function.

Main contributions of the representative algorithms.

3. 参考文献

[1] Aljalbout E, Golkov V, Siddiqui Y, et al. Clustering with deep learning: Taxonomy and new methods[J]. arXiv preprint arXiv:1801.07648, 2018.

[2] Min E, Guo X, Liu Q, et al. A survey of clustering with deep learning: From the perspective of network architecture[J]. IEEE Access, 2018, 6: 39501-39514.

[3] Deep Clustering: methods and implements-Github 深度聚类会议论文汇总