EmCom-Diffusion measures visual reflection of emergent languages by reconstructing source images from messages with a fine-tuned diffusion model and scoring perceptual similarity to the originals.
Proceedings of the AAAI Conference on Artificial Intelligence39(22), 23231–23239 (2025)
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EmCom-Diffusion: Probing Visual Reflection in Emergent Languages via Image Generation
EmCom-Diffusion measures visual reflection of emergent languages by reconstructing source images from messages with a fine-tuned diffusion model and scoring perceptual similarity to the originals.