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Improved Conditional Flow Models for Molecule to Image Synthesis [article]

Karren Yang, Samuel Goldman, Wengong Jin, Alex Lu, Regina Barzilay, Tommi Jaakkola, Caroline Uhler
2020 arXiv   pre-print
Building on the recent success of graph neural networks for learning molecular embeddings and flow-based models for image generation, we propose Mol2Image: a flow-based generative model for molecule to  ...  cell image synthesis.  ...  To build our molecule-to-image synthesis model (Mol2Image), we integrate state-of-the-art graph neural networks for learning molecular representations with flow-based generative models.  ... 
arXiv:2006.08532v1 fatcat:bbsjrh3okvcilayk6ot6dk5jei