Nathan Frey’s Post

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Group Leader & Principal Scientist at Prescient Design AI/ML • Genentech

Congratulations to Amy Lu on the publication of her work "Tokenized and continuous embedding compressions of protein sequence and structure" in Cell Patterns! Highlights •CHEAP is a joint embedding of protein sequence and structure •ESMFold latent spaces can be compressed by 128× while retaining structural information •PLMs show massive activations, with some channels far exceeding others in magnitude Thanks to all our co-authors: Wilson Yan, Kevin Yang, Vladimir Gligorijević, KyungHyun Cho, Pieter Abbeel, and Richard Bonneau! https://lnkd.in/ddyap6ED Cell Press

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