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Enhancing product variation generation with hyperparameter optimization of user...

Dong, Yi

Recent advances in generative AI have shown promising potential in creative tasks, yet challenges persist in adapting these technologies for specialized industrial applications. This work project presents an AI-powered product design assistant that bridges abstract concepts and visual representations. Through model comparison and hyperparameter optimization, the system employs Stable Diffusion XL for industrial...


Association of sleep traits with myopia in children and adolescents: a meta-ana...

Dong, Xing-Xuan; Xie, Jia-Yu; Li, Dan-Lin; Dong, Yi; Zhang, Xiao-Feng; Lança, Carla; Grzybowski, Andrzej; Pan, Chen-Wei

Purpose: The association between sleep and myopia in children and adolescents has been reported, yet it remains controversial and inconclusive. This study aimed to investigate the influence of different sleep traits on the risk of myopia using meta-analytical and Mendelian randomization (MR) techniques. Methods: The literature search was performed on August 31, 2023, based on PubMed, Embase, Web of Science, and...


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