Towards Variational Generation of Small Graphs
نویسندگان
چکیده
In this paper we propose a generative model for graphs formulated as a variational autoencoder. We sidestep hurdles associated with linearization of graphs by having the decoder output a probabilistic fully-connected graph of a predefined maximum size directly at once. We evaluate on the challenging task of molecule generation.
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تاریخ انتشار 2018