Hierarchical Dual-Subspace Decoupling for Continual Learning in Vision-Language Models
arXiv:2605.07512v1 Announce Type: new
Abstract: Class-incremental learning aims to continuously acquire new knowledge while preserving previously learned information, thereby mitigating catastrophic forgetting. Existing methods primarily restrict para…