Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders.
Nat DilokthanakulPedro A. M. MedianoMarta GarneloMatthew C. H. LeeHugh SalimbeniKai ArulkumaranMurray ShanahanPublished in: CoRR (2016)
Keyphrases
- unsupervised clustering
- gaussian mixture
- image segmentation
- expectation maximization
- supervised classification
- em algorithm
- k means
- denoising
- closed form
- gaussian mixture model
- probability density function
- clustering method
- covariance matrix
- semi supervised clustering
- density estimation
- mixture model
- fuzzy c means
- clustering algorithm
- probability distribution
- image processing
- multiscale
- neural network
- semi supervised
- document clustering
- bayesian framework
- pairwise
- decision trees
- pairwise constraints
- computer vision