SwiftRepertoire synthesizes compact adapters from prototype dictionaries conditioned on repertoire probes for few-shot adaptation of pretrained encoders in immune signature detection.
Liquid biopsy approaches to capture tumor evolution and clinical outcomes during cancer immunotherapy.Journal for immunotherapy of cancer, 11 (1):e005924, 2023
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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.