Mantas Lukosevicius

According to our database, Mantas Lukosevicius authored at least 31 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Extracting Sentence Embeddings from Pretrained Transformer Models.

Lukas Stankevicius, Mantas Lukosevicius

CoRR, 2024

Inference acceleration for large language models using "stairs" assisted greedy generation.

Domas Grigaliunas, Mantas Lukosevicius

CoRR, 2024

Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models.

Brigita Vileikyte, Mantas Lukosevicius, Lukas Stankevicius

CoRR, 2024

Optimizing Large Language Models for OpenAPI Code Completion.

Bohdan Petryshyn, Mantas Lukosevicius

CoRR, 2024

2023

Efficient Implementations of Echo State Network Cross-Validation.

Mantas Lukosevicius, Arnas Uselis

Cogn. Comput., September, 2023

2022

Deep-Learning-Based Estimation of the Spatial QRS-T Angle from Reduced-Lead ECGs.

Ana Santos Rodrigues, Rytis Augustauskas, Mantas Lukosevicius, Pablo Laguna, Vaidotas Marozas

Sensors, 2022

Time-Adaptive Recurrent Neural Networks.

Mantas Lukosevicius, Arnas Uselis

CoRR, 2022

Towards Lithuanian grammatical error correction.

Lukas Stankevicius, Mantas Lukosevicius

CoRR, 2022

Correcting diacritics and typos with ByT5 transformer model.

Lukas Stankevicius, Mantas Lukosevicius, Jurgita Kapociute-Dzikiene, Monika Briediene, Tomas Krilavicius

CoRR, 2022

2021

Tracking Basketball Shots - Preliminary Results.

Juozas Sirmenis, Mantas Lukosevicius

Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), 2021

Automated Age-Related Macular Degeneration Area Estimation - First Results.

Rokas Peciulis, Mantas Lukosevicius, Algimantas Krisciukaitis, Robertas Petrolis, Dovile Buteikiene

Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), 2021

Generating Abstractive Summaries of Lithuanian News Articles Using a Transformer Model.

Lukas Stankevicius, Mantas Lukosevicius

Proceedings of the Information and Software Technologies - 27th International Conference, 2021

Automatic Programming Problem Difficulty Evaluation - First Results.

Arturas Skarbalius, Mantas Lukosevicius

Proceedings of the Information and Software Technologies - 27th International Conference, 2021

A Fast Algorithm for Facilitating Heartbeat Annotation in Long-Term ECG Signals.

Ana Santos Rodrigues, Mantas Lukosevicius, Vaidotas Marozas

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Localized convolutional neural networks for geospatial wind forecasting.

Arnas Uselis, Mantas Lukosevicius, Lukas Stasytis

CoRR, 2020

Testing Pre-trained Transformer Models for Lithuanian News Clustering.

Lukas Stankevicius, Mantas Lukosevicius

Proceedings of the Information Society and University Studies 2020, 2020

Accident Localization at the District Heating Network of Kaunas Region using Machine Learning.

Mantas Bukauskas, Mantas Lukosevicius

Proceedings of the Information Society and University Studies 2020, 2020

Frontiers in Reservoir Computing.

Claudio Gallicchio, Mantas Lukosevicius, Simone Scardapane

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Lithuanian news clustering using document embeddings.

Lukas Stankevicius, Mantas Lukosevicius

Proceedings of the International Conference on Information Technologies, 2019

Efficient Cross-Validation of Echo State Networks.

Mantas Lukosevicius, Arnas Uselis

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Human Sport Activities Recognition and Registration from Portable Device.

Bernardas Zokas, Mantas Lukosevicius

Proceedings of the Symposium for Young Scientists in Technology, 2018

Predicting Mozart's Next Note via Echo State Networks.

Azuolas Krusna, Mantas Lukosevicius

Proceedings of the Symposium for Young Scientists in Technology, 2018

Nowcasting Precipitation Using Weather Radar Data for Lithuania: the First Results.

Aivaras Ciurlionis, Mantas Lukosevicius

Proceedings of the Symposium for Young Scientists in Technology, 2018

A Polite Robot: Visual Handshake Recognition Using Deep Learning.

Liutauras Butkus, Mantas Lukosevicius

Proceedings of the Symposium for Young Scientists in Technology, 2018

2013

Reservoir Computing and Self-Organized Neural Hierarchies.

Mantas Lukosevicius

PhD thesis, 2013

Noninvasive Fetal QRS Detection Using Echo State Network.

Mantas Lukosevicius, Vaidotas Marozas

Proceedings of the Computing in Cardiology, 2013

2012

A Practical Guide to Applying Echo State Networks.

Mantas Lukosevicius

Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Reservoir Computing Trends.

Mantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen

Künstliche Intell., 2012

Self-organized Reservoirs and Their Hierarchies.

Mantas Lukosevicius

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2009

Reservoir computing approaches to recurrent neural network training.

Mantas Lukosevicius, Herbert Jaeger

Comput. Sci. Rev., 2009

2007

Optimization and applications of echo state networks with leaky- integrator neurons.

Herbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert

Neural Networks, 2007