Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation

Na Sang, Ding Ma, Rui Sang +1

Few-shot prompt learning is an effective strategy for adapting CLIP to downstream tasks, but class-only prompt optimization can overfit base-class supervision and weaken transfer t…