Improving Deep Generative Models with Randomized SMILES.
Josep Arús-PousSimon JohanssonOleksii PrykhodkoEsben Jannik BjerrumChristian TyrchanJean-Louis ReymondHongming ChenOla EngkvistPublished in: ICANN (Workshop) (2019)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- conditional random fields
- discriminative learning
- hierarchical hidden markov models
- prior knowledge
- em algorithm
- object categories
- deep belief networks
- expectation maximization
- data sets
- maximum entropy principle
- generative and discriminative models
- semi supervised
- graphical models
- retrieval model
- hidden variables
- similarity measure
- representational power