ConEx: Human-Interpretable Saliency Maps via Concept-Aware Attribution.
arXiv:2610.04605v1 Announce Type: cross Abstract: Many visual explanation methods in computer vision highlight pixel importance but struggle to link these low-level cues to semantically meaningful concepts, limiting their interpretability and trustworthiness.
arXiv cs.AIResearch source·