2021
An Unsupervised Domain Adaptation framework for Layout Analysis of Music Score Images Proceedings Article
In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 6, 2021.
Unsupervised Neural Domain Adaptation for Document Image Binarization Journal Article
In: Pattern Recognition, vol. 119, pp. 108099, 2021.
Unsupervised Neural Document Analysis for Music Score Images Proceedings Article
In: Proc. of the 3rd International Workshop on Reading Music Systems, pp. 50-54, 2021.
Incremental Unsupervised Domain-Adversarial Training of Neural Networks Journal Article
In: IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 11, pp. 4864-4878, 2021, ISSN: 2162-2388.
Exploiting the Two-Dimensional Nature of Agnostic Music Notation for Neural Optical Music Recognition Journal Article
In: Applied Sciences (Special Issue Advances in Music Reading Systems), vol. 11, no. 8, pp. 3621, 2021, ISSN: 2076-3417.
Unsupervised Domain Adaptation for Document Analysis of Music Score Images Proceedings Article
In: Proc. of the 22nd International Society for Music Information Retrieval Conference, 2021.
Prototype Generation in the String Space via Approximate Median for Data Reduction in Nearest Neighbor classification Journal Article
In: Soft Computing, vol. 25, 2021, ISSN: 15403-15415.
Domain Adaptation for Document Image Binarization via Domain Classification Proceedings Article
In: Tallón-Ballesteros, A. J. (Ed.): Frontiers in Artificial Intelligence and Applications, pp. 569-582, IOS Press, 2021, ISBN: 978-1-64368-224-2.
2020
Two-step neural cross-domain experiments forfull-page recognition of Mensural documents Proceedings Article
In: Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56–60, MML 2020 13th International Workshop on Machine Learning and Music, 2020.
2021
An Unsupervised Domain Adaptation framework for Layout Analysis of Music Score Images Proceedings Article
In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 6, 2021.
Unsupervised Neural Domain Adaptation for Document Image Binarization Journal Article
In: Pattern Recognition, vol. 119, pp. 108099, 2021.
Unsupervised Neural Document Analysis for Music Score Images Proceedings Article
In: Proc. of the 3rd International Workshop on Reading Music Systems, pp. 50-54, 2021.
Incremental Unsupervised Domain-Adversarial Training of Neural Networks Journal Article
In: IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 11, pp. 4864-4878, 2021, ISSN: 2162-2388.
Exploiting the Two-Dimensional Nature of Agnostic Music Notation for Neural Optical Music Recognition Journal Article
In: Applied Sciences (Special Issue Advances in Music Reading Systems), vol. 11, no. 8, pp. 3621, 2021, ISSN: 2076-3417.
Unsupervised Domain Adaptation for Document Analysis of Music Score Images Proceedings Article
In: Proc. of the 22nd International Society for Music Information Retrieval Conference, 2021.
Prototype Generation in the String Space via Approximate Median for Data Reduction in Nearest Neighbor classification Journal Article
In: Soft Computing, vol. 25, 2021, ISSN: 15403-15415.
Domain Adaptation for Document Image Binarization via Domain Classification Proceedings Article
In: Tallón-Ballesteros, A. J. (Ed.): Frontiers in Artificial Intelligence and Applications, pp. 569-582, IOS Press, 2021, ISBN: 978-1-64368-224-2.
2020
Two-step neural cross-domain experiments forfull-page recognition of Mensural documents Proceedings Article
In: Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56–60, MML 2020 13th International Workshop on Machine Learning and Music, 2020.