Cluster-Wise Hierarchical Generative Model for Deep Amortized Clustering.
Huafeng LiuJiaqi WangLiping JingPublished in: CVPR (2021)
Keyphrases
- generative model
- hierarchical clustering
- clustering algorithm
- data clustering
- pitman yor process
- probabilistic model
- clustering method
- deep belief networks
- dirichlet process mixture models
- cluster analysis
- clustering approaches
- mixture model
- em algorithm
- k means
- data points
- prior knowledge
- hierarchical models
- unsupervised learning
- semi supervised
- bayesian framework
- discriminative models
- disjoint clusters
- discriminative learning
- cluster centers
- intra cluster
- clustering quality
- hierarchical clustering algorithm
- hierarchical bayesian model
- expectation maximization
- latent dirichlet allocation
- pairwise
- text classification
- generative and discriminative models
- spectral clustering
- multidimensional scaling
- document clustering
- learning environment
- decision trees