2026
Sparse Tuning Enhances Plasticity in PTM-based Continual Learning
AAAI 2026technical
Continual Learning with Pre-trained Models holds great promise for efficient adaptation across sequential tasks. However, most existing approaches freeze PTMs and rely on auxiliary modules like prompts or adapters, limiting model plasticity and leading to suboptimal generalization when facing signif