Javier Marchena-Hurtado

Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval

The ability to accurately model the fitness landscape of protein sequences is critical to a wide range of applications, from quantifying the effects of human variants on disease likelihood, to predicting immune-escape mutations in viruses and designing novel biotherapeutic proteins. Deep generative…