G. Maher, A. Ashraf, and S. Sherien, “Text-to-Image Generation with Deep Learning: State-of-the-Art and Future Directions”, Information Sci. Appl., vol. 5, pp. 69–89, Mar. 2025, doi: 10.61356/j.iswa.2025.5506.