Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation

Feb-18-2026, 09:59:50 GMT–Neural Information Processing Systems

Surgical video-language pretraining (VLP) faces unique challenges due to the knowledge domain gap and the scarcity of multi-modal data.

large language model, machine learning, natural language, (17 more...)

Neural Information Processing Systems

Feb-18-2026, 09:59:50 GMT

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Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation

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