Unlocking Patch-Level Features for CLIP-Based Class-Incremental Learning
arXiv:2605.13835v1 Announce Type: new
Abstract: Class-Incremental Learning (CIL) enables models to continuously integrate new knowledge while mitigating catastrophic forgetting. Driven by the remarkable generalization of CLIP, leveraging pre-trained v…