Surg-FTDA aligns a small set of image embeddings to text embeddings and trains a text-only decoder, enabling few-shot surgical phase, triplet, and captioning tasks.
I can’t believe there’s no im- ages! learning visual tasks using only language supervision, in: Pro- ceedings of the IEEE /CVF International Conference on Computer Vi- sion, pp
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Text-driven Adaptation of Foundation Models for Few-shot Surgical Workflow Analysis
Surg-FTDA aligns a small set of image embeddings to text embeddings and trains a text-only decoder, enabling few-shot surgical phase, triplet, and captioning tasks.