SurgMotion: A Video-Native Foundation Model for Universal Understanding of Surgical Videos

Jinlin Wu, Felix Holm, Chuxi Chen +17

While foundation models have advanced surgical video analysis, current approaches rely predominantly on pixel-level reconstruction objectives that waste model capacity on low-level…