Semantically invariant conditioning of diffusion models: a unified framework for cross-model positive prompting

A. A. Zotkina; A. I. Martyshkin; A. A. Pavlov; A. V. Tkachenko

Proceedings of the Southwest State University. Series: IT Management, Computer Science, Computer Engineering. Medical Equipment Engineering
Izvestiâ Ûgo-Zapadnogo gosudarstvennogo universiteta. Seriâ Upravlenie, vyčislitelʹnaâ tehnika, informatika. Medicinskoe

ISSN 2223-1536 (Print)

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Proceedings of the Southwest State University. Series: IT Management, Computer Science, Computer Engineering. Medical Equipment Engineering

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Zotkina A.A., Martyshkin A.I., Pavlov A.A., Tkachenko A.V. Semantically invariant conditioning of diffusion models: a unified framework for cross-model positive prompting. Proceedings of the Southwest State University. Series: IT Management, Computer Science, Computer Engineering. Medical Equipment Engineering. 2025;15(4):35-49. (In Russ.) https://doi.org/10.21869/2223-1536-2025-15-4-35-49

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