Deep Clustering of Compressed Variational Embeddings

[DCC 2020] This is an implementation of Deep Clustering of Compressed Variational Embeddings (VAB)

• Clustering Accuracy
  
• PSNR
  

Requirements

• Python 3
• PyTorch 1.0

Results

• MNIST

	Best Clustering Acuraccy
K-Means	55.37
GMM	42.22
VaDE	95.30
VAB	71.69

Acknowledgement

Suya Wu
Enmao Diao
Jie Ding
Vahid Tarokh