Analysis of Transferability Estimation Metrics for Surgical Phase Recognition

Prabhant Singh, Yiping Li, Yasmina Al Khalil

Fine-tuning pre-trained models has become a cornerstone of modern machine learning, allowing practitioners to achieve high performance with limited labeled data. In surgical video…