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Conditional generation of antibody sequences with classifier-guided germline-absorbing discrete diffusion

arXiv cs.LG · 2026-05-11 Cached

This paper introduces a discrete diffusion model with a novel 'germline absorbing' modification to improve conditional antibody sequence generation. It addresses germline bias in protein language models and demonstrates superior performance in optimizing antibody binding affinity and developability compared to existing methods like EvoProtGrad.

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