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Ali Zia, a.zia@latrobe.edu.au, School of Computing, Engineering and Mathematical Sciences La Trobe University. Muhammad Umer Ramzan, Usman Ali, Muhammad Faheem, {umer.ramzan, usmanali, mfaheem}@gift.edu.pk, Gujranwala Institute of Future Technologies(GIFT) University.Abdelwahed Khamis, abdelwahed.khamis@data61.csiro.au, Data61, CSIRO.Shahnawaz qureshi, Shahnawaz.qureshi@paf-iast.edu.pk, Sino-Pak Centre for Artificial Intelligence Pak-Austria Fachhochschule Institute of Applied Sciences and Technology
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Forget blurry sketch-to-image outputs: this method uses component-aware self-attention and coordinate-preserving fusion to generate photorealistic images with unprecedented fidelity and spatial accuracy.
