Goal-directed Generation of Discrete Structures with Conditional Generative Models.
Amina MollaysaBrooks PaigeAlexandros KalousisPublished in: NeurIPS (2020)
Keyphrases
- goal directed
- generative model
- probabilistic model
- discriminative models
- mixture model
- discriminative learning
- prior knowledge
- hierarchical hidden markov models
- visual patterns
- autonomous robots
- semi supervised
- maximum entropy principle
- hidden variables
- generative and discriminative models
- em algorithm
- topic models
- conditional random fields
- object categories
- latent dirichlet allocation
- higher order
- pairwise
- conditional probabilities
- information extraction
- discriminative methods