Advancing Analytic Class-Incremental Learning through Vision-Language Calibration
arXiv:2602.13670v2 Announce Type: replace
Abstract: Class-incremental learning (CIL) with pre-trained models (PTMs) faces a critical trade-off between efficient adaptation and long-term stability. While analytic learning enables rapid, recursive close…