Haixia Sun

GPPT: Gaussian Process-infused Prompt Tuning for Vision-language Models

Pre-trained vision-language models (VLMs) have achieved remarkable success in image classification tasks, leveraging efficient prompt tuning methods. However, the reliability of fine-tuned VLMs in safety-critical scenarios remains a concern due to the under-explored issue of confidence calibration.…