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cs.CV2026
Interpretable Modeling of Driver Attention Shifts with a Vision-Language Model
Kaiser Hamid, Khandakar Ashrafi Akbar, Peihang Li +1
Driver gaze is commonly modeled as a spatial heatmap, but heatmaps alone are difficult for humans to interpret because they do not explain which road object or region is being moni…
cs.CV2026
FSDAM: Few-Shot Driving Attention Modeling via Vision-Language Coupling
Kaiser Hamid, Can Cui, Khandakar Ashrafi Akbar +2
Understanding not only where drivers look but also why their attention shifts is essential for interpretable human-AI collaboration in autonomous driving. Driver attention is not p…