Optimal transport maps for distribution preserving operations on latent spaces of Generative Models.
Eirikur AgustssonAlexander SageRadu TimofteLuc Van GoolPublished in: CoRR (2017)
Keyphrases
- generative model
- latent space
- probabilistic model
- discriminative models
- discriminative learning
- mixture model
- generative process
- discriminative learning framework
- latent structure
- conditional random fields
- latent variables
- hierarchical hidden markov models
- topic models
- em algorithm
- posterior probability
- maximum entropy principle
- semi supervised
- prior knowledge
- bayesian networks
- generative and discriminative models
- random variables
- semi supervised learning