Scientific publications

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Ana Santos Rodrigues; Rytis Augustauskas; Mantas Lukoševičius; Pablo Laguna; Vaidotas Marozas

Deep-learning-based estimation of the spatial QRS-T angle from reduced-lead ECGs Journal Article

In: Sensors, vol. 22, no. 14, pp. 5414, 2022, ISSN: 1424-8220.

Links | BibTeX | Tags: Biomedicine, Deep learning

Lukas Stankevičius; Mantas Lukoševičius

Towards Lithuanian grammatical error correction Inproceedings

In: Radek Silhavy (Ed.): Artificial Intelligence Trends in Systems, pp. 490–503, Springer, Cham, 2022, ISBN: 978-3-031-09076-9.

Links | BibTeX | Tags: Deep learning, Natural language processing, Source code available

Mantas Lukoševičius; Arnas Uselis

Time-Adaptive Recurrent Neural Networks Miscellaneous Forthcoming

arXiv, Forthcoming.

Links | BibTeX | Tags: Deep learning, Reservoir computing

Lukas Stankevičius; Mantas Lukoševičius; Jurgita Kapočiūtė-Dzikienė; Monika Briedienė; Tomas Krilavičius

Correcting diacritics and typos with a ByT5 transformer model Journal Article

In: Applied Sciences, vol. 12, no. 5, pp. 2636, 2022, ISSN: 2076-3417.

Links | BibTeX | Tags: Deep learning, Natural language processing

Lukas Stankevičius; Mantas Lukoševičius

Generating abstractive summaries of Lithuanian news articles using a transformer model Inproceedings

In: International Conference on Information and Software Technologies - ICIST 2021, pp. 341–352, Springer, Cham, 2021, ISBN: 978-3-030-88304-1.

Links | BibTeX | Tags: Deep learning, Natural language processing, Source code available

Artūras Skarbalius; Mantas Lukoševičius

Automatic programming problem difficulty evaluation – first results Inproceedings

In: ICIST 2021: Information and Software Technologies, pp. 150–159, Springer, 2021, ISBN: 978-3-030-88304-1.

Links | BibTeX | Tags: Deep learning, Natural language processing

Rokas Pečiulis; Mantas Lukoševičius; Algimantas Kriščiukaitis; Robertas Petrolis; Dovilė Buteikienė

Automated age-related macular degeneration area estimation – first results Inproceedings

In: Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), pp. 141-149, CEUR, 2021.

Links | BibTeX | Tags: Biomedicine, Deep learning

Arnas Uselis; Mantas Lukoševičius; Lukas Stasytis

Localized convolutional neural networks for geospatial wind forecasting Journal Article

In: Energies, vol. 13, no. 13, pp. 3440, 2020, (source code available).

Links | BibTeX | Tags: Deep learning, Geospatial, Source code available

Lukas Stankevičius; Mantas Lukoševičius

Testing pre-trained Transformer models for Lithuanian news clustering Inproceedings

In: Proceedings of the IVUS 2020, pp. 46-53, CEUR, Kaunas, Lithuania, 2020, ISSN: 1613-0073.

Links | BibTeX | Tags: Deep learning, Natural language processing

Lukas Stankevičius; Mantas Lukoševičius

Lithuanian news clustering using document embeddings Inproceedings

In: Proceedings of the IVUS 2019, pp. 136-140, Kaunas, Lithuania, 2019, ISSN: 2029-4824.

Links | BibTeX | Tags: Deep learning, Natural language processing

Aivaras Čiurlionis; Mantas Lukoševičius

Nowcasting precipitation using weather radar data for Lithuania: the first results Inproceedings

In: SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics, pp. 55-60, CEUR, 2018.

Links | BibTeX | Tags: Deep learning, Geospatial

Liutauras Butkus; Mantas Lukoševičius

A polite robot: visual handshake recognition using deep learning Inproceedings

In: SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics, pp. 78-83, CEUR, 2018.

Links | BibTeX | Tags: Deep learning

Vilius Pranckaitis; Mantas Lukoševičius

Clustering of Lithuanian news articles Inproceedings

In: Proceedings of the IVUS 2017, pp. 27-32, Kaunas, Lithuania, 2017.

Links | BibTeX | Tags: Deep learning, Natural language processing

Mantas Lukoševičius

Self-organized reservoirs and their hierarchies Inproceedings

In: Artificial Neural Networks and Machine Learning – ICANN 2012, pp. 587-595, Springer, Berlin, Heidelberg, 2012.

Links | BibTeX | Tags: Deep learning, Reservoir computing

Mantas Lukoševičius

Reservoir Computing and Self-Organized Neural Hierarchies PhD Thesis

Jacobs University Bremen, 2011.

Links | BibTeX | Tags: Deep learning, Reservoir computing

Mantas Lukoševičius

On self-organizing reservoirs and their hierarchies Technical Report

Jacobs University Bremen no. No. 25, 2010.

Links | BibTeX | Tags: Deep learning, Reservoir computing

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