Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision-Language Models

Jiayu Li, Jiaxin Qi, Sheng Zhou +2

Contrastive vision-language models like CLIP exhibit remarkable zero-shot generalization. However, prompt tuning remains highly sensitive to label noise, as mislabeled samples gene…