Mohsen Naghipourfar

@MNaghipourfar

Computer Engineering BSc Student at Sharif University of Technology

Munich
Vrijeme pridruživanja: veljača 2016.

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    7. lis 2019.

    Excited to share our recent work on generative modeling for unpaired data using a ‚transformer VAE’. Led by and , we extend scGen using a conditional VAE together with an MMD regularization. Applications for images and scRNA-seq.

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    7. lis 2019.

    Our (with , , ) new end-to-end-trained backend for scGen is out: transformer VAE. Predict how gut cells respond to infection, immune cells to stimulation, or how people would look with a smile (😐 -> 🙂).

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    29. srp 2019.

    Happy that our tool scGen just got published in . We show that generative models predict single-cell perturbation effects out-of-sample - great work led by and ! Try it at , read at

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