cs.MM · 2026-08-30 · No. 100
Multimedia, 2026-08-30.
1 new papers in cs.MM. Titles, authors,
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01 — The papers
1 entries-
01
How AI Experiences Art: Emergent Aesthetic Structure in a Self-Supervised Multimodal Embedding Space
Corey D. C. Heath
cs.MM · cs.CV · cs.LG
Aesthetics are an important part of the symbolism of artistic works. Although subjective, humans categorize art based on the emotion evoked regardless of modality. What remains under-explored is how AI models form their own aesthetic categorization of human-produced media without explicit labels or cross-modal supervision. We present a self-supervised framework that projects four modalities (text, audio, image and video) into a shared...
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