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Randomized SMILES strings improve the quality of molecular generative models.
Josep Arús-Pous
Simon Johansson
Oleksii Prykhodko
Esben Jannik Bjerrum
Christian Tyrchan
Jean-Louis Reymond
Hongming Chen
Ola Engkvist
Published in:
J. Cheminformatics (2019)
Keyphrases
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generative model
probabilistic model
discriminative learning
mixture model
discriminative models
prior knowledge
conditional random fields
representational power
image processing
semi supervised
graphical models
object categories
boltzmann machine
discriminatively trained