Variational Information Bottleneck for Unsupervised Clustering: Deep Gaussian Mixture Embedding.
Yigit UgurGeorge ArvanitakisAbdellatif ZaidiPublished in: CoRR (2019)
Keyphrases
- gaussian mixture
- unsupervised clustering
- information bottleneck
- image segmentation
- information theoretic
- expectation maximization
- supervised classification
- em algorithm
- gaussian mixture model
- closed form
- covariance matrix
- mixture model
- clustering method
- density estimation
- k means
- mutual information
- clustering algorithm
- probability density function
- spectral clustering
- generative model
- image processing
- computer vision
- document clustering
- markov random field
- pairwise constraints