Evaluating the diversity and utility of materials proposed by generative models.
Alexander NewMichael J. PekalaElizabeth A. PogueNam Q. LeJanna DomenicoChristine D. PiatkoChristopher D. StilesPublished in: CoRR (2023)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- em algorithm
- discriminative models
- conditional random fields
- hierarchical hidden markov models
- generative and discriminative models
- semi supervised
- expectation maximization
- object categories
- topic models
- maximum entropy principle
- machine learning
- image processing
- hidden variables
- object detection
- representational power
- image segmentation