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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