2 papers
cs.CV2025
Towards Writing Style Adaptation in Handwriting Recognition
Jan Kohút, Michal Hradiš, Martin Kišš
One of the challenges of handwriting recognition is to transcribe a large number of vastly different writing styles. State-of-the-art approaches do not explicitly use information a…
cs.CV2025
Fine-tuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition
Jan Kohút, Michal Hradiš
In many machine learning tasks, a large general dataset and a small specialized dataset are available. In such situations, various domain adaptation methods can be used to adapt a…