Geodesic Clustering in Deep Generative Models.
Tao YangGeorgios ArvanitidisDongmei FuXiaogang LiSøren HaubergPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- discriminative models
- mixture model
- em algorithm
- clustering algorithm
- hierarchical hidden markov models
- hidden variables
- clustering method
- unsupervised learning
- semi supervised
- deep belief networks
- conditional random fields
- k means
- prior knowledge
- object categories
- maximum entropy principle
- document clustering
- generative and discriminative models
- data points
- latent dirichlet allocation
- deep learning
- maximum likelihood
- image segmentation
- image processing
- information retrieval