A note on the evaluation of generative models.
Lucas TheisAäron van den OordMatthias BethgePublished in: ICLR (2016)
Keyphrases
- generative model
- discriminative learning
- probabilistic model
- mixture model
- conditional random fields
- object categories
- em algorithm
- prior knowledge
- semi supervised
- discriminative models
- topic models
- generative and discriminative models
- image classification
- hidden variables
- maximum entropy principle
- representational power
- hierarchical hidden markov models