Search Results for author: Gabriel Lima Guimaraes

Found 1 papers, 1 papers with code

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

1 code implementation30 May 2017 Gabriel Lima Guimaraes, Benjamin Sanchez-Lengeling, Carlos Outeiral, Pedro Luis Cunha Farias, Alán Aspuru-Guzik

In unsupervised data generation tasks, besides the generation of a sample based on previous observations, one would often like to give hints to the model in order to bias the generation towards desirable metrics.

 Ranked #1 on Molecular Graph Generation on ZINC (QED Top-3 metric)

Molecular Graph Generation Music Generation +1

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