Scientific publications

Show all

Arnas Uselis; Mantas Lukoševičius; Lukas Stasytis

Localized convolutional neural networks for geospatial wind forecasting Journal Article

Energies, 13 (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

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

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

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

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

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

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. 25), 2010.

Links | BibTeX | Tags: Deep learning, Reservoir computing

Local versions of paywalled articles are preprints.

My publications in Google Scholar.