The Riemannian Geometry of Deep Generative Models.
Hang ShaoAbhishek KumarP. Thomas FletcherPublished in: CVPR Workshops (2018)
Keyphrases
- generative model
- probabilistic model
- geodesic distance
- mixture model
- hierarchical hidden markov models
- prior knowledge
- deep belief networks
- discriminative models
- semi supervised
- discriminative learning
- object categories
- em algorithm
- conditional random fields
- maximum entropy principle
- topic models
- sparse coding
- deep learning
- expectation maximization
- information retrieval
- language model
- representational power
- active learning
- discriminative methods
- generative and discriminative models
- bayesian networks