A Deep Generative Model for Disentangled Representations of Sequential Data.
Yingzhen LiStephan MandtPublished in: CoRR (2018)
Keyphrases
- generative model
- sequential data
- deep belief networks
- feature representations
- hidden markov models
- probabilistic model
- fixed length
- discriminative learning
- em algorithm
- sequential patterns
- prior knowledge
- sequence data
- semi supervised
- topic models
- generative and discriminative models
- sequential pattern mining
- pattern mining
- expectation maximization
- variable length
- pattern discovery
- image sequences
- spatio temporal
- latent dirichlet allocation
- learned models
- maximum likelihood
- feature space