Training transformer architectures on few annotated data: an application to historical handwritten text recognition
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Publisher
Springer Science and Business Media LLC
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https://link.springer.com/content/pdf/10.1007/s10032-023-00459-2.pdf
Reference28 articles.
1. Bluche, T., Messina, R.: Gated convolutional recurrent neural networks for multilingual handwriting recognition. In: ICDAR, pp. 646–651 (2017)
2. Puigcerver, J.: Are multidimensional recurrent layers really necessary for handwritten text recognition? In: ICDAR, pp. 67–72 (2017)
3. Dutta, K., Krishnan, P., Mathew, M., et al.: Improving CNN–RNN hybrid networks for handwriting recognition. In: 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), IEEE, pp. 80–85 (2018)
4. Michael, J., Labahn, R., Grüning, T., et al.: Evaluating sequence-to-sequence models for handwritten text recognition. In: ICDAR, pp. 1286–1293 (2019)
5. Yousef, M., Hussain, K.F., Mohammed, U.S.: Accurate, data-efficient, unconstrained text recognition with convolutional neural networks. Pattern Recognit. 108, 107482 (2020)
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