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Workshop: NeurIPS 2023 Workshop on Machine Learning for Creativity and Design

CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model

Qisheng Liao · Zhinuo Wang · Muhammad Abdul-Mageed · Gus Xia

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[ Poster
Sat 16 Dec 1:30 p.m. PST — 2:30 p.m. PST


Chinese calligraphy can be viewed as a unique form of visual art. Recent advancements in computer vision hold significant potential for the future development of generative models in the realm of Chinese calligraphy. Nevertheless, methods of Chinese calligraphy inpainting, which can be effectively used in the art and education fields, remain relatively unexplored. In this paper, we introduce a new model that harnesses recent advancements in both Chinese calligraphy generation and image inpainting. We demonstrate that our proposed model CalliPaint can produce convincing Chinese calligraphy.

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