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20242026
most citedA Transformer-Based Framework for Payload Malware Detection and Classification

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cs.AI2026

LSA-PAST: Layer-Specific Adaptation and Prototype Transport for Compositional Incremental Learning

Kyle Stein, Andrew Arash Mahyari, Guillermo Francia +2

Class-Incremental Learning (CIL) enables models to recognize new classes over time while retaining prior knowledge, but many real-world problems are compositional, where visual con…