Wavelets to the Rescue: Improving Sample Quality of Latent Variable Deep Generative Models.
Prashnna K. GyawaliRudra SahaLinwei WangV. S. R. VeeravasarapuManeesh SinghPublished in: CoRR (2019)
Keyphrases
- generative model
- latent variables
- probabilistic model
- topic models
- hidden variables
- discriminative methods
- latent structure
- prior knowledge
- mixture model
- discriminative models
- latent variable models
- discriminative learning
- em algorithm
- bayesian framework
- deep belief networks
- semi supervised
- image processing
- hierarchical model
- gaussian process
- hierarchical hidden markov models
- conditional random fields
- language model
- graphical models
- structured prediction
- latent space
- expectation maximization
- generative and discriminative models
- multidimensional scaling
- bayesian inference
- probabilistic latent semantic analysis
- latent dirichlet allocation
- knowledge discovery