Aoi Otani

Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction

Retrieving homologous protein sequences is essential for a broad range of protein modeling tasks such as fitness prediction, protein design, structure modeling, and protein-protein interactions. Traditional workflows have relied on a two-step process: first retrieving homologs via Multiple Sequence…