Bao-Ngoc Dao

One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning

Prompt-based methods have recently gained prominence in Continual Learning (CL) due to their strong performance and memory efficiency. A prevalent strategy in this paradigm assigns a dedicated subset of prompts to each task, which, while effective, incurs substantial computational overhead and cause…