Learning Disentangled Representations with Semi-Supervised Deep Generative Models.
N. SiddharthBrooks PaigeJan-Willem van de MeentAlban DesmaisonFrank D. WoodNoah D. GoodmanPushmeet KohliPhilip H. S. TorrPublished in: CoRR (2017)
Keyphrases
- generative model
- semi supervised
- deep belief networks
- discriminative learning
- learning process
- unsupervised learning
- probabilistic model
- feature representations
- prior knowledge
- supervised learning
- discriminative models
- hidden variables
- deep learning
- reinforcement learning
- boltzmann machine
- representational power
- parameter learning
- learning algorithm
- object categorization
- pairwise constraints
- conditional random fields
- unlabeled data
- mixture model
- active learning