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

arXiv:2610.27203v1 Announce Type: new Abstract: 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 concepts arise from combinations of