Deep Generative Models for Synthetic Data: A Survey.
Peter EigenschinkThomas ReuttererStefan VamosiRalf VamosiChang SunKlaudius KalcherPublished in: IEEE Access (2023)
Keyphrases
- synthetic data
- generative model
- probabilistic model
- discriminative models
- mixture model
- prior knowledge
- deep belief networks
- discriminative learning
- real world
- em algorithm
- object categories
- hierarchical hidden markov models
- semi supervised
- real image data
- topic models
- conditional random fields
- deep learning
- data sets
- graphical models
- hidden variables
- maximum entropy principle
- representational power
- discriminative methods
- latent variables
- pairwise
- computer vision