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, Source code available @article{UselisLukoseviciusStasytis20,
title = {Localized convolutional neural networks for geospatial wind forecasting },
author = {Arnas Uselis and Mantas Luko\v{s}evi\v{c}ius and Lukas Stasytis},
url = {/get-publication/?f=Localized_CNNs_for_wind_forecasting.pdf
https://www.mdpi.com/1996-1073/13/13/3440
https://arxiv.org/abs/2005.05930v3
https://arxiv.org/pdf/2005.05930v3.pdf
https://github.com/oshapio/Localized-CNNs-for-Geospatial-Wind-Forecasting},
doi = {10.3390/en13133440},
year = {2020},
date = {2020-07-03},
issuetitle = {Machine Learning and Deep Learning for Energy Systems},
journal = {Energies},
volume = {13},
number = {13},
pages = {3440},
publisher = {MDPI},
note = {source code available},
keywords = {Deep learning, Source code available},
pubstate = {published},
tppubtype = {article}
}
|
Lukas Stankevičius; Mantas Lukoševičius Testing pre-trained Transformer models for Lithuanian news clustering Inproceedings Forthcoming Proceedings of the IVUS 2020, Kaunas, Lithuania, Forthcoming. Links | BibTeX | Tags: Deep learning, Natural language processing @inproceedings{StankeviciusLukosevicius20,
title = {Testing pre-trained Transformer models for Lithuanian news clustering},
author = {Lukas Stankevi\v{c}ius and Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=testing_transformers_on_LT_news_clustering.pdf
https://arxiv.org/abs/2004.03461
https://arxiv.org/pdf/2004.03461},
year = {2020},
date = {2020-04-23},
booktitle = {Proceedings of the IVUS 2020},
address = {Kaunas, Lithuania},
keywords = {Deep learning, Natural language processing},
pubstate = {forthcoming},
tppubtype = {inproceedings}
}
|
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 @inproceedings{StankeviciusLukosevicius19,
title = {Lithuanian news clustering using document embeddings},
author = {Lukas Stankevi\v{c}ius and Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=LT_news_clustering_using_document_embeddings.pdf
http://ivus.vdu.lt/wp-content/uploads/2019/04/IVUS-2019-conference-proceedings.pdf#page=136},
issn = {2029-4824},
year = {2019},
date = {2019-04-25},
booktitle = {Proceedings of the IVUS 2019},
pages = {136-140},
address = {Kaunas, Lithuania},
keywords = {Deep learning, Natural language processing},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @inproceedings{CiurlionisLukosevicius18,
title = {Nowcasting precipitation using weather radar data for Lithuania: the first results},
author = {Aivaras \v{C}iurlionis and Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=nowcasting_LT_weather_1st_results.pdf
http://ceur-ws.org/Vol-2147/p10.pdf},
year = {2018},
date = {2018-05-28},
booktitle = {SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics},
volume = {2147},
pages = {55-60},
publisher = {CEUR},
keywords = {Deep learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @inproceedings{ButkusLukosevicius18,
title = {A polite robot: visual handshake recognition using deep learning},
author = {Liutauras Butkus and Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=visual_handshake_recognition.pdf
http://ceur-ws.org/Vol-2147/p14.pdf},
year = {2018},
date = {2018-05-28},
booktitle = {SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics},
journal = {SYSTEM 2018 Symposium for Young Scientists in Technology, Engineering and Mathematics},
volume = {2147},
pages = {78-83},
publisher = {CEUR},
keywords = {Deep learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @inproceedings{PranckaitisLukosevicius17,
title = {Clustering of Lithuanian news articles},
author = {Vilius Pranckaitis and Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=clustering_LT_news.pdf
http://ceur-ws.org/Vol-1856/p05.pdf},
year = {2017},
date = {2017-04-01},
booktitle = {Proceedings of the IVUS 2017},
pages = {27-32},
address = {Kaunas, Lithuania},
keywords = {Deep learning, Natural language processing},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @inproceedings{Lukosevicius12,
title = {Self-organized reservoirs and their hierarchies},
author = {Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=self-organized_reservoir_hierarchies.pdf
https://link.springer.com/chapter/10.1007%2F978-3-642-33269-2_74
https://www.ai.rug.nl/minds/uploads/Self-organized_reservoir_hierarchies_ICANN12.pdf},
doi = {10.1007/978-3-642-33269-2_74},
year = {2012},
date = {2012-01-01},
booktitle = {Artificial Neural Networks and Machine Learning \textendash ICANN 2012},
volume = {7552},
pages = {587-595},
publisher = {Springer},
address = {Berlin, Heidelberg},
series = {LNCS},
keywords = {Deep learning, Reservoir computing},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Mantas Lukoševičius Reservoir Computing and Self-Organized Neural Hierarchies PhD Thesis Jacobs University Bremen, 2011. Links | BibTeX | Tags: Deep learning, Reservoir computing @phdthesis{Lukosevicius11thesis,
title = {Reservoir Computing and Self-Organized Neural Hierarchies},
author = {Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=Mantas_Lukosevicius_PhD_thesis.pdf
https://d-nb.info/1035433168
http://nbn-resolving.org/urn:nbn:de:101:1-201306047929
https://opus.jacobs-university.de/frontdoor/index/index/docId/83
https://www.ai.rug.nl/minds/uploads/Mantas_Lukosevicius_PhD_thesis.pdf},
year = {2011},
date = {2011-01-01},
address = {Bremen, Germany},
school = {Jacobs University Bremen},
keywords = {Deep learning, Reservoir computing},
pubstate = {published},
tppubtype = {phdthesis}
}
|
Mantas Lukoševičius On self-organizing reservoirs and their hierarchies Technical Report Jacobs University Bremen (No. 25), 2010. Links | BibTeX | Tags: Deep learning, Reservoir computing @techreport{Lukosevicius10,
title = {On self-organizing reservoirs and their hierarchies},
author = {Mantas Luko\v{s}evi\v{c}ius},
url = {/get-publication/?f=on_self-organized_reservoir_hierarchies.pdf
http://d-nb.info/1130868494
http://nbn-resolving.de/urn:nbn:de:gbv:579-opus-1006843
https://opus.jacobs-university.de/frontdoor/index/index/docId/684
https://www.ai.rug.nl/minds/uploads/2396_Lukosevicius10.pdf},
year = {2010},
date = {2010-10-01},
number = {No. 25},
institution = {Jacobs University Bremen},
keywords = {Deep learning, Reservoir computing},
pubstate = {published},
tppubtype = {techreport}
}
|