Deep clustering by maximizing mutual information in variational auto-encoder.
Chaoyang XuYuanfei DaiRenjie LinShiping WangPublished in: Knowl. Based Syst. (2020)
Keyphrases
- mutual information
- information theoretic
- clustering algorithm
- criterion function
- similarity measure
- clustering method
- information theoretic measures
- feature selection
- self organizing maps
- unsupervised learning
- dirichlet process mixture models
- k means
- bit rate
- normalized mutual information
- rate distortion
- image registration
- data points
- cluster analysis
- kullback leibler divergence
- medical image registration
- distance metric
- hierarchical clustering
- categorical data
- high dimensional data
- image segmentation
- computer vision