A latent-space flow-matching model guided by a fitness predictor outperforms existing baselines on AAV and GFP fitness optimization benchmarks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A Variational Perspective on Generative Protein Fitness Optimization
A latent-space flow-matching model guided by a fitness predictor outperforms existing baselines on AAV and GFP fitness optimization benchmarks.