SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding

NeurIPSSpotlight2025

Authors
Thomas Walton, Darin Tsui, Aryan Musharaf, Amirali Aghazadeh
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Autoregressive models have transformed protein engineering by enabling the generation of novel protein sequences beyond those found in nature…

Opening excerpt from the authors’ abstract. source

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Topics

protein

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