IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Toward Generalizable Prompt Learning via Multi-Regularization Guided Knowledge Distillation.
Xi Yang, Xinyue Zhong, Dechen Kong, Nannan Wang
Published: 202510.1109/TIP.2025.3632223
Abstract
Prompt learning has made significant progress in vision-language models (VLMs), enabling pre-trained models like CLIP to perform cross-domain tasks with few-shot or even zero-shot learning. However, existing methods tend to overfit the training data…
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