dadqad / dgg

Linxiao Yang, Ngai-Man Cheung, Jiaying Li, and Jun Fang, "Deep Clustering by Gaussian Mixture Variational Autoencoders with Graph Embedding", In ICCV 2019.

DGG

Pytorch implementation of the paper: Linxiao Yang, Ngai-Man Cheung, Jiaying Li, and Jun Fang, "Deep Clustering by Gaussian Mixture Variational Autoencoders with Graph Embedding", In ICCV 2019.

Run Example:

$ python Siamesev0.py
$ python Form_data_using_Siamese.py
$ python DGG.py

Note:

This project code is published with permission of authors.

The pretrained weight obtained from the VaDE's code [1].

[1] Zhuxi Jiang, Yin Zheng, Huachun Tan, Bangsheng Tang, and Hanning Zhou. Variational deep embedding: An unsupervised and generative approach to clustering. In Proceedings of the 26th International Joint Conference on Artificial Intelligence, pages 1965–1972, 2016.