HyperVLP uses hyperbolic geometry in surgical video-language pre-training to preserve hierarchy across actions, steps, and phases, yielding gains in zero- and few-shot phase recognition.
In: International Conference on Medical Image Computing and Computer- Assisted Intervention
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HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space
HyperVLP uses hyperbolic geometry in surgical video-language pre-training to preserve hierarchy across actions, steps, and phases, yielding gains in zero- and few-shot phase recognition.