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cs.CV2026

Beyond Semantics: Modeling Factual and Affective Perceptual Experiences from Vision-Language Data

Youssef Mohamed, Kenneth Ward Church, Mohamed Elhoseiny

We present P-Topics (Perception Topics) modeling, a novel problem for understanding how images are perceived affectively and across cultures. The goal is to (1) discover and model…