Hewei Wang

SEP 10, 2026 · PREPRINT

Your Model Already Knows Don't Teach It, Learn to Ask It: Soft Prompting for Few-Shot Adaptation of Vision-Language Models

arXiv

This is an unreviewed preprint presenting a methodological proposal (soft prompting for vision-language models) evaluated on multiple computer vision benchmarks with small sample sizes (10-shot) and no peer review; the work is technically sound but lacks the validation and clinical/practical significance needed for stronger evidence grades.