Unsupervised Semantic Attribute Discovery and Control in Generative Models.
William PaulI-Jeng WangFady AlajajiPhilippe BurlinaPublished in: CoRR (2020)
Keyphrases
- generative model
- semi supervised
- probabilistic model
- mixture model
- discriminative learning
- conditional random fields
- discriminative models
- topic models
- prior knowledge
- em algorithm
- natural language
- latent dirichlet allocation
- unsupervised learning
- image classification
- object categories
- hierarchical hidden markov models
- supervised learning
- pairwise
- image processing
- maximum entropy principle
- generative and discriminative models