Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models - Ma, Chengcheng; Liu, Yang; Deng, Jiankang; Xie, Lingxi; Dong, Weiming; Xu, Changsheng (IEEE transactions on circuits and systems for video technology, 2023)
Keywords: Back propagation; Data models; Eigenvectors; Gradient flow; gradient projection; Image segmentation; Object recognition; Optimization; overfitting; prompt tuning; Semantic segmentation; subspace learning; Task analysis; Training; Training data; Tuning; Vision-language model; Visualization