Overview of the 2024 ImageCLEFmedical GANs Task - Investigating Generative Models' Impact on Biomedical Synthetic Images.
Alexandra-Georgiana AndreiAhmedkhan RadzhabovDzmitry KarpenkaYuri ProkopchukVassili KovalevBogdan IonescuHenning MüllerPublished in: CLEF (Working Notes) (2024)
Keyphrases
- generative model
- mixture model
- probabilistic model
- discriminative models
- em algorithm
- conditional random fields
- discriminative learning
- prior knowledge
- generative and discriminative models
- representational power
- topic models
- hierarchical hidden markov models
- semi supervised
- information extraction
- object categories
- maximum entropy principle
- learning algorithm
- hidden variables
- data sets
- discriminatively trained
- bayesian networks