Word-as-image for semantic typography

S Iluz, Y Vinker, A Hertz, D Berio, D Cohen-Or… - ACM Transactions on …, 2023 - dl.acm.org
A word-as-image is a semantic typography technique where a word illustration presents a
visualization of the meaning of the word, while also preserving its readability. We present a …

Dg-font: Deformable generative networks for unsupervised font generation

Y Xie, X Chen, L Sun, Y Lu - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Font generation is a challenging problem especially for some writing systems that consist of
a large number of characters and has attracted a lot of attention in recent years. However …

Few-shot font generation by learning fine-grained local styles

L Tang, Y Cai, J Liu, Z Hong, M Gong… - Proceedings of the …, 2022 - openaccess.thecvf.com
Few-shot font generation (FFG), which aims to generate a new font with a few examples, is
gaining increasing attention due to the significant reduction in labor cost. A typical FFG …

One-dm: One-shot diffusion mimicker for handwritten text generation

G Dai, Y Zhang, Q Ke, Q Guo, S Huang - European Conference on …, 2025 - Springer
Existing handwritten text generation methods often require more than ten handwriting
samples as style references. However, in practical applications, users tend to prefer a …

Cf-font: Content fusion for few-shot font generation

C Wang, M Zhou, T Ge, Y Jiang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Content and style disentanglement is an effective way to achieve few-shot font generation. It
allows to transfer the style of the font image in a source domain to the style defined with a …

Xmp-font: Self-supervised cross-modality pre-training for few-shot font generation

W Liu, F Liu, F Ding, Q He, Z Yi - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Generating a new font library is a very labor-intensive and time-consuming job for glyph-rich
scripts. Few-shot font generation is thus required, as it requires only a few glyph references …

Few-shot font generation with localized style representations and factorization

S Park, S Chun, J Cha, B Lee, H Shim - Proceedings of the AAAI …, 2021 - ojs.aaai.org
Automatic few-shot font generation is a practical and widely studied problem because
manual designs are expensive and sensitive to the expertise of designers. Existing few-shot …

[PDF][PDF] Multiple heads are better than one: Few-shot font generation with multiple localized experts

S Park - ArXiv abs/2104, 2021 - academia.edu
A few-shot font generation (FFG) method has to satisfy two objectives: the generated images
should preserve the underlying global structure of the target character and present the …

Diff-font: Diffusion model for robust one-shot font generation

H He, X Chen, C Wang, J Liu, B Du, D Tao… - International Journal of …, 2024 - Springer
Font generation presents a significant challenge due to the intricate details needed,
especially for languages with complex ideograms and numerous characters, such as …

Few-shot compositional font generation with dual memory

J Cha, S Chun, G Lee, B Lee, S Kim, H Lee - Computer Vision–ECCV …, 2020 - Springer
Generating a new font library is a very labor-intensive and time-consuming job for glyph-rich
scripts. Despite the remarkable success of existing font generation methods, they have …