Geometry of Deep Generative Models for Disentangled Representations.
Ankita ShuklaShagun UppalSarthak BhagatSaket AnandPavan K. TuragaPublished in: CoRR (2019)
Keyphrases
- generative model
- deep belief networks
- feature representations
- probabilistic model
- deep learning
- mixture model
- visual patterns
- unsupervised learning
- hierarchical models
- em algorithm
- discriminative learning
- object categories
- discriminative models
- maximum entropy principle
- generative and discriminative models
- prior knowledge
- restricted boltzmann machine
- machine learning
- hierarchical hidden markov models
- semi supervised
- hidden variables
- conditional random fields
- information retrieval
- topic models
- higher level
- natural images
- representational power
- graphical models