2026
Conditionally Site-Independent Neural Evolution of Antibody Sequences
ICML 2026poster
Common deep learning approaches for antibody engineering focus on modeling the marginal distribution of sequences. By treating sequences as independent samples, however, these methods overlook affinity maturation as a rich and largely untapped source of information about the evolutionary process by …