Towards Latent Space Optimality for Auto-Encoder Based Generative Models.
Arnab Kumar MondalSankalan Pal ChowdhuryAravind JayendranParag SinglaHimanshu AsnaniPrathosh A. P.Published in: CoRR (2019)
Keyphrases
- generative model
- latent space
- probabilistic model
- mixture model
- bayesian framework
- em algorithm
- discriminative learning
- prior knowledge
- semi supervised
- latent dirichlet allocation
- expectation maximization
- topic models
- latent variables
- conditional random fields
- graphical models
- data sets
- active learning
- image segmentation
- probability density function
- information retrieval
- machine learning