Poster Fri, Sep 11, 2026 • 1:30 AM – 3:30 AM PDT ExHall # 40

From Drop-off to Recovery: A Mechanistic Analysis of Segmentation in MLLMs

Boyong Wu ⋅ Sanghwan Kim ⋅ Zeynep Akata

Keywords: Vision Foundation Models: Interpretability and Reasoning