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DesignProbe: A Graphic Design Benchmark for Multimodal Large Language Models

Autor: Lin, Jieru, Huang, Danqing, Zhao, Tiejun, Zhan, Dechen, Lin, Chin-Yew

A well-executed graphic design typically achieves harmony in two levels, from the fine-grained design elements (color, font and layout) to the overall design. This complexity makes the comprehension of graphic design challenging, for it needs the cap

Externí odkaz: http://arxiv.org/abs/2404.14801

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Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator

Autor: Lin, Jieru, Huang, Danqing, Zhao, Tiejun, Zhan, Dechen, Lin, Chin-Yew

Layout generation is a critical step in graphic design to achieve meaningful compositions of elements. Most previous works view it as a sequence generation problem by concatenating element attribute tokens (i.e., category, size, position). So far the

Externí odkaz: http://arxiv.org/abs/2401.16375

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A Survey for Graphic Design Intelligence

Autor: Huang, Danqing, Guo, Jiaqi, Sun, Shizhao, Tian, Hanling, Lin, Jieru, Hu, Zheng, Lin, Chin-Yew, Lou, Jian-Guang, Zhang, Dongmei

Graphic design is an effective language for visual communication. Using complex composition of visual elements (e.g., shape, color, font) guided by design principles and aesthetics, design helps produce more visually-appealing content. The creation o

Externí odkaz: http://arxiv.org/abs/2309.01371

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Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey

Autor: Wang, Yuxin, Lin, Jieru, Yu, Zhiwei, Hu, Wei, Karlsson, Börje F.

Storytelling and narrative are fundamental to human experience, intertwined with our social and cultural engagement. As such, researchers have long attempted to create systems that can generate stories automatically. In recent years, powered by deep

Externí odkaz: http://arxiv.org/abs/2212.04634

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