The PDF of the CIC 2024 paper "Color Terms and Stable Diffusion" is available here.
From the abstract:
"This paper considers the following questions: how effectively are the colored objects generated? how do the colors generated by stable diffusion compare to human color naming? How might color terms be useful in visualizing properties and features of generative algorithms?"
Arias, Guillem, et al. "Color encoding in Latent Space of Stable Diffusion Models." arXiv preprint arXiv:2512.09477 (2025), link.
Tsai, Sung-Lin, et al. "Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation." Proceedings of the 33rd ACM International Conference on Multimedia. 2025, link.
Mobini, Mobina, Olga Cherepkova, and Davit Gigilashvili. "Ghiblification and color richness in material appearance: How human observers and image quality metrics perceive them?", link.
Huntera, Nathan, and Milda Aleksandra Misikaitea. "Close, Not Exact: Brand-Colour Fidelity in GPT-4o Image Generation", link.
