4 ms·
Ask HN: Is anyone working on LLMs that generate fonts?
This seems like a natural use-case for LLMs, but I couldn't find any research or proof-of-concepts. Is anyone working on this?
- pncnmnp 4y agoHey, are you interested in generating handwritten fonts? I came across a paper from Huawei that was published in CVPR 22 which uses GANs - https://openaccess.thecvf.com/content/CVPR2022/papers/Kong_Look_Closer_To_Supervise_Better_One-Shot_Font_Generation_via_Component-Based_CVPR_2022_paper.pdf https://openaccess.thecvf.com/content/CVPR2022/papers/Kong_L... If you are interested in LLMs, you can look into this paper from ByteDance (also from CVPR 22) - https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_XMP-Font_Self-Supervised_Cross-Modality_Pre-Training_for_Few-Shot_Font_Generation_CVPR_2022_paper.pdf https://openaccess.thecvf.com/content/CVPR2022/papers/Liu_XM... The second paper seems to be more specific to Chinese fonts.
- exizt88 4y agoThank you, super-interesting!
- Agraillo 4y agoNot specifically LLM, but it looks like generating fonts with GAN is the subject ot this work: https://arxiv.org/abs/2203.10348 https://arxiv.org/abs/2203.10348 "Our goal is to generate fonts with specific impressions, by training a generative adversarial network with a font dataset with impression labels". The PDF contains interesting examples of Latin-based fonts generated by suggesting different impressions.
- exizt88 4y agoLooks great, thanks!