Learning Disentangled Representations with Semi-Supervised Deep Generative Models.
Siddharth NarayanaswamyBrooks PaigeJan-Willem van de MeentAlban DesmaisonNoah D. GoodmanPushmeet KohliFrank D. WoodPhilip H. S. TorrPublished in: NIPS (2017)
Keyphrases
- generative model
- semi supervised
- deep belief networks
- discriminative learning
- supervised learning
- learning process
- prior knowledge
- unsupervised learning
- feature representations
- learning algorithm
- probabilistic model
- deep learning
- active learning
- hidden variables
- learning tasks
- boltzmann machine
- parameter learning
- conditional random fields
- reinforcement learning
- weakly supervised
- topic models
- semi supervised learning
- em algorithm
- hidden markov models
- pairwise