Combining deep generative models with extreme value theory for synthetic hazard simulation: a multivariate and spatially coherent approach.
Alison PeardJim HallPublished in: CoRR (2023)
Keyphrases
- generative model
- extreme value theory
- probabilistic model
- mixture model
- discriminative learning
- prior knowledge
- conditional random fields
- semi supervised
- discriminative models
- maximum entropy principle
- em algorithm
- hierarchical hidden markov models
- generative and discriminative models
- deep belief networks
- maximum entropy
- information retrieval
- object categories
- topic models
- learning experience
- natural images
- information extraction
- computer vision
- learning algorithm