Reliable Fidelity and Diversity Metrics for Generative Models.
Muhammad Ferjad NaeemSeong Joon OhYoungjung UhYunjey ChoiJaejun YooPublished in: CoRR (2020)
Keyphrases
- generative model
- probabilistic model
- mixture model
- em algorithm
- discriminative learning
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- generative and discriminative models
- semi supervised
- conditional random fields
- object categories
- learned models
- maximum entropy principle
- topic models
- representational power
- hidden variables
- expectation maximization
- data sets
- active learning
- discriminatively trained
- decision trees
- image processing