Is Parameter Isolation Better for Prompt-Based Continual Learning?

Jiangyang Li, Chenhao Ding, Songlin Dong +4

Prompt-based continual learning methods effectively mitigate catastrophic forgetting. However, most existing methods assign a fixed set of prompts to each task, completely isolatin…