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latent representation

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RESEARCH · 1 SOURCE · Apple Machine Learning Research

SimpleDesign: a joint model proposed for protein sequence and structure co-design

The paper introduces SimpleDesign, a model intended to jointly model protein amino-acid sequences and three-dimensional structures to support co-design. It frames this approach as an alternative to common multi-stage pipelines that first train autoencoders to produce latent tokens and then train generative models on those latents.

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