Shu-Wei Liu

Knowledge Distillation from Medical Vision Foundation Models to Lightweight Networks for Edge Deployment: A Comparative Study

Results indicate that a teacher’s fine-tuned quality, rather than domain-specific pretraining, predicts distillation success, and offer practical guidance for edge deployment of medical image classifiers.