Exploring the Faithfulness of Synthetic Data by Generative Models.
Fiammetta MarulliPierluigi PaganiniFabio LancellottiPublished in: ICMLA (2023)
Keyphrases
- synthetic data
- generative model
- probabilistic model
- mixture model
- data sets
- real world
- em algorithm
- prior knowledge
- discriminative models
- generative and discriminative models
- hierarchical hidden markov models
- discriminative learning
- semi supervised
- conditional random fields
- maximum entropy principle
- expectation maximization
- object categories
- representational power
- real image data
- hidden variables
- bayesian networks
- learning algorithm
- topic models