Weisen Chen

Semantic-Guided Global-Local Collaborative Prompt Learning for Few-Shot Class Incremental Learning

Few-Shot Class-Incremental Learning (FSCIL) poses a critical challenge in machine learning, requiring models to continuously integrate novel classes with limited samples while preserving knowledge of previously seen classes. While existing FSCIL approaches have demonstrated promising results, they s