Pierre Machart

Generative adversarial networks simulate gene expression and predict perturbations in single cells

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https://doi.org/10.1101/262501 > Recent advances have enabled gene expression profiling of single cells at lower cost. As more data is produced there is an increasing need to integrate diverse datasets and...

Projection implementation

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Hello, I've been working for a while on a WGAN-GP with conditioning on cluster indexes (for biological data). I tried a lot of things, but with ACGAN, for instance, I...

planning on updating?

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Hello, I just read your manuscript [Generative adversarial networks simulate gene expression and predict perturbations in single cells](https://www.biorxiv.org/content/early/2018/07/30/262501) with great interest. Congrats on the great work! It seems that the...