most citedDeep learning approaches to surgical video segmentation and object detection: A Scoping Review

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cs.AI2026

Uncertainty Quantification for Multimodal Large Language Models with Incoherence-adjusted Semantic Volume

Gregory Kang Ruey Lau, Hieu Dao, Nicole Kan Hui Lin +1

Despite their capabilities, Multimodal Large Language Models (MLLMs) may produce plausible but erroneous outputs, hindering reliable deployment. Accurate uncertainty metrics could…