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Anna Weber
Researcher at IBM
Publications - 2
Citations - 41
Anna Weber is an academic researcher from IBM. The author has contributed to research in topics: Epitope. The author has co-authored 2 publications. Previous affiliations of Anna Weber include ETH Zurich.
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TITAN: T-cell receptor specificity prediction with bimodal attention networks
TL;DR: Mann et al. as mentioned in this paper proposed a bimodal neural network that explicitly encodes both TCR sequences and epitopes to enable the independent study of generalization capabilities to unseen TCRs and/or epitopes.
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TITAN: T Cell Receptor Specificity Prediction with Bimodal Attention Networks
TL;DR: TCR epITope bimodal attention networks ( TITAN) as mentioned in this paper encode both TCR sequences and epitopes at the atomic level with SMILES sequences, leveraging transfer learning and data augmentation to enrich the input data space and boost performance.