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Vanint authored Jul 5, 2024
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## 📢 Introduction
- The proposed style-disentangled Transformer (SDT) generates online handwritings with conditional content and style.
- Existing RNN-based methods mainly focus on capturing a person’s overall writing style, neglecting subtle style inconsistencies between characters written by the same person.
- In light of this, SDT disentangles the writer-wise and character-wise style representations from individual handwriting samples for enhancing imitation performance.
- In light of this, SDT disentangles the writer-wise and character-wise style representations from individual handwriting samples for enhancing imitation performance.
- We extend SDT and introduce an offline-to-offline framework for improving the generation quality of offline Chinese handwritings.


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