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Design in the Dark: Learning Deep Generative Models for De Novo Protein Design
Thus, it is unknown if unconditional generative models can learn a distribution of sequences that captures structure information without it being explicitly provided, and so be of use in important tasks like de novo protein sequence design, where it is not possible to condition on structure.
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