Kento Nishi

Evolutionary Curriculum Learning Improves Biological Sequence Modeling

Applied to two architecturally distinct VAE models and two biological domains--protein variant effect prediction with EVE and RNA family sequence generation with RfamGen--ECL improves downstream task performance across five random seeds per configuration, and raises mean covariance-model bit scores on all three familie...