Geometry of Deep Generative Models for Disentangled Representations.
Ankita ShuklaShagun UppalSarthak BhagatSaket AnandPavan K. TuragaPublished in: ICVGIP (2018)
Keyphrases
- generative model
- deep belief networks
- feature representations
- probabilistic model
- deep learning
- discriminative learning
- mixture model
- visual patterns
- discriminative models
- prior knowledge
- hierarchical models
- em algorithm
- unsupervised learning
- object categories
- hidden variables
- restricted boltzmann machine
- maximum entropy principle
- hierarchical hidden markov models
- semi supervised
- conditional random fields
- machine learning
- topic models
- expectation maximization
- higher order
- learning algorithm
- generative and discriminative models