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On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos

#Robustness #Temporal #Vision-Language #Models #Surgical

arXiv:2608.14262v1 Announce Type: new Abstract: Temporal vision-language models (TVLMs) offer a reusable, prompt-based interface for surgical video understanding, yet, their robustness under clinically realistic acquisition artifacts in endoscopy remains insufficiently characterized. In practice,…