Pascal Notin
Pascal Notin
Research
Talks
Virus; Protein; Escape prediction; Generative modeling
Viral Evolution and Antibody Escape Mutations using Deep Generative Models
We use the epistemic uncertainty of the VAE decoder to guide the optimization of properties of high-dimensional structured objects (e.g., molecules) in latent space.
Nicole Thadani
,
Nathan Rollins
,
Sarah Gurev
,
Pascal Notin
,
Yarin Gal
,
Debora Marks
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