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2025	Fusion of coordinate attention and focal frequency loss in Pix2Pix for converting product design sketches to renderings and its evaluation—applied to ming and qing-style armchair designs conversion and evaluation Advanced Engineering Informatics Ling Zhu, Xiang Wang, Qixun Zhao, Jingshu Gao
2025	Creative design of digital media art based on computer visual aids Paladyn Kun Luo, Ran Tao
2025	The Optimization of Illustration Design in Cultural and Creative Products for Liaoning Region Under Intelligent Generative Adversarial Network IEEE Access Minghui Niu, Ying Zhou