Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models.
Yuge ShiSiddharth NarayanaswamyBrooks PaigePhilip H. S. TorrPublished in: NeurIPS (2019)
Keyphrases
- multi modal
- generative model
- deep belief networks
- mixture model
- expectation maximization
- probabilistic model
- em algorithm
- deep learning
- unsupervised learning
- denoising
- hierarchical hidden markov models
- discriminative learning
- hierarchical models
- prior knowledge
- discriminative models
- restricted boltzmann machine
- image segmentation
- conditional random fields
- image annotation
- latent dirichlet allocation
- generative and discriminative models
- topic models
- cross modal
- semi supervised
- maximum likelihood
- uni modal
- high dimensional
- multiscale
- variational methods
- higher level
- model selection
- multiple modalities