Chuanyi Zhang

Making Large Vision Language Models to Be Good Few-Shot Learners

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Few-shot classification (FSC) is a fundamental yet challenging task in computer vision that involves recognizing novel classes from limited data. While previous methods have focused on enhancing visual features or incorporating additional modalities, Large Vision …