Encoding Invariances in Deep Generative Models.
Viraj ShahAmeya JoshiSambuddha GhosalBalaji Sesha Sarath PokuriSoumik SarkarBaskar GanapathysubramanianChinmay HegdePublished in: CoRR (2019)
Keyphrases
- generative model
- fisher kernel
- probabilistic model
- mixture model
- discriminative learning
- deep belief networks
- discriminative models
- em algorithm
- hierarchical hidden markov models
- prior knowledge
- conditional random fields
- maximum entropy principle
- hidden variables
- expectation maximization
- object categories
- representational power
- learning tasks
- deep learning
- semi supervised
- topic models
- latent variables