Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Yiyi Zhang, Ying Zheng, Wenxin Fan +5

Task-specific lightweight models for surgical phase recognition excel at capturing temporal dynamics but generalize poorly under domain shift. Conversely, surgical foundation model…