33 citations · 33 across the 3 of their papers we have counts for
3 papers
Evaluating Zero-Shot Scoring for In Vitro Antibody Binding Prediction with Experimental Validation
Divya Nori, Simon V. Mathis, Amir Shanehsazzadeh
The success of therapeutic antibodies relies on their ability to selectively bind antigens. AI-based antibody design protocols have shown promise in generating epitope-specific des…
Is Transfer Learning Necessary for Protein Landscape Prediction?
Amir Shanehsazzadeh, David Belanger, David Dohan
Recently, there has been great interest in learning how to best represent proteins, specifically with fixed-length embeddings. Deep learning has become a popular tool for protein r…
Fixed-Length Protein Embeddings using Contextual Lenses
Amir Shanehsazzadeh, David Belanger, David Dohan
The Basic Local Alignment Search Tool (BLAST) is currently the most popular method for searching databases of biological sequences. BLAST compares sequences via similarity defined…