Interpreting vision and language generative models with semantic visual priors.
Michele CafagnaLina Maria Rojas-BarahonaKees van DeemterAlbert GattPublished in: Frontiers Artif. Intell. (2023)
Keyphrases
- generative model
- bayesian framework
- natural language
- prior knowledge
- probabilistic model
- discriminative learning
- visual patterns
- mixture model
- em algorithm
- hierarchical hidden markov models
- discriminative models
- visual features
- posterior probability
- computer vision
- hierarchical bayesian model
- conditional random fields
- semi supervised
- low level
- generative and discriminative models
- image classification
- topic models
- graphical models
- maximum entropy principle
- representational power
- discriminative methods
- higher order
- object categories
- object recognition
- expectation maximization