Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models.
Phil ChenMasha ItkinaRansalu SenanayakeMykel J. KochenderferPublished in: CoRR (2021)
Keyphrases
- generative model
- sparse coding
- probabilistic model
- em algorithm
- discriminative models
- prior knowledge
- deep belief networks
- hierarchical hidden markov models
- generative process
- discriminative learning
- maximum entropy principle
- high dimensional
- conditional random fields
- semi supervised
- random variables
- mixture model
- probability distribution
- sparse representation
- topic models
- object categories
- expectation maximization
- latent dirichlet allocation
- deep learning
- hidden variables
- object detection
- hierarchical models
- hidden markov models
- generative and discriminative models
- bayesian networks