Measuring Orthogonality in Representations of Generative Models.
Robin C. GeyerAlessandro TorcinovichJoão B. S. CarvalhoAlexander MeyerJoachim M. BuhmannPublished in: CoRR (2024)
Keyphrases
- generative model
- feature representations
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- visual patterns
- hierarchical hidden markov models
- em algorithm
- object categories
- generative and discriminative models
- deep belief networks
- hierarchical models
- prior knowledge
- conditional random fields
- semi supervised
- hidden variables
- topic models
- representational power
- maximum entropy principle
- higher level
- expectation maximization
- active learning