Toward the Identifiability of Comparative Deep Generative Models.
Romain LopezJan-Christian HütterEhsan HajiramezanaliJonathan K. PritchardAviv RegevPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- deep belief networks
- hierarchical hidden markov models
- discriminative models
- mixture model
- conditional random fields
- em algorithm
- prior knowledge
- discriminative learning
- generative and discriminative models
- hidden variables
- maximum entropy principle
- semi supervised
- object categories
- causal models
- topic models
- deep learning
- image features
- representational power
- learning experience
- object recognition
- learning process