SwiftRepertoire synthesizes compact adapters from prototype dictionaries conditioned on repertoire probes for few-shot adaptation of pretrained encoders in immune signature detection.
Deeptcr is a deep learning framework for revealing sequence concepts within t-cell repertoires.Nature communications, 12(1):1605, 2021
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SwiftRepertoire: Few-Shot Immune-Signature Synthesis via Dynamic Kernel Codes
SwiftRepertoire synthesizes compact adapters from prototype dictionaries conditioned on repertoire probes for few-shot adaptation of pretrained encoders in immune signature detection.