BioBlobs compresses proteins into a small set of cohesive substructures and predicts function from these blobs alone, recovering catalytic sites from protein-level labels across multiple encoders.
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Aaron Van Den Oord, Oriol Vinyals, et al
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BioBlobs: Unsupervised Discovery of Functional Substructures for Protein Function Prediction
BioBlobs compresses proteins into a small set of cohesive substructures and predicts function from these blobs alone, recovering catalytic sites from protein-level labels across multiple encoders.