2026
One protein is all you need
Anton Bushuiev, Roman Bushuiev, Olga Pimenova, Nikola Zadorozhny, Raman Samusevich, Elisabet Manaskova +6
ICLR 2026poster
Generalization beyond training data remains a central challenge in machine learning for biology. A common way to enhance generalization is self-supervised pre-training on large datasets. However, aiming to perform well on all possible proteins can limit a model’s capacity to excel on any specific on…