Restyling Unsupervised Concept Based Interpretable Networks with Generative Models.
Jayneel ParekhQuentin BouniotPavlo MozharovskyiAlasdair NewsonFlorence d'Alché-BucPublished in: CoRR (2024)
Keyphrases
- generative model
- semi supervised
- probabilistic model
- mixture model
- discriminative learning
- hierarchical hidden markov models
- em algorithm
- discriminative models
- prior knowledge
- conditional random fields
- topic models
- generative and discriminative models
- deep belief networks
- object categories
- hidden variables
- semi supervised learning
- unsupervised learning
- latent dirichlet allocation
- maximum entropy principle
- object categorization
- expectation maximization
- data points
- active learning