Grow, Assess, Compress: Adaptive Backbone Scaling for Memory-Efficient Class Incremental Learning
arXiv:2603.08426v2 Announce Type: replace-cross
Abstract: Class Incremental Learning (CIL) poses a fundamental challenge: maintaining a balance between the plasticity required to learn new tasks and the stability needed to prevent catastrophic forgett…