Population synthesis for urban resident modeling using deep generative models.
Martin JohnsenOliver BrandtSergio GarridoFrancisco C. PereiraPublished in: CoRR (2020)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- deep belief networks
- em algorithm
- conditional random fields
- prior knowledge
- maximum entropy principle
- topic models
- hierarchical hidden markov models
- representational power
- expectation maximization
- object categories
- hidden variables
- latent dirichlet allocation
- deep learning
- semi supervised learning
- natural images
- discriminative methods
- image processing