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Mantas Lukosevicius
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2020 – today
- 2024
- [i13]Bohdan Petryshyn, Mantas Lukosevicius:
Optimizing Large Language Models for OpenAPI Code Completion. CoRR abs/2405.15729 (2024) - [i12]Brigita Vileikyte, Mantas Lukosevicius, Lukas Stankevicius:
Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models. CoRR abs/2407.19914 (2024) - [i11]Domas Grigaliunas, Mantas Lukosevicius:
Inference acceleration for large language models using "stairs" assisted greedy generation. CoRR abs/2407.19947 (2024) - [i10]Lukas Stankevicius, Mantas Lukosevicius:
Extracting Sentence Embeddings from Pretrained Transformer Models. CoRR abs/2408.08073 (2024) - 2023
- [j5]Mantas Lukosevicius
, Arnas Uselis:
Efficient Implementations of Echo State Network Cross-Validation. Cogn. Comput. 15(5): 1470-1484 (2023) - 2022
- [j4]Ana Santos Rodrigues
Deep-Learning-Based Estimation of the Spatial QRS-T Angle from Reduced-Lead ECGs. Sensors 22(14): 5414 (2022) - [i9]Lukas Stankevicius, Mantas Lukosevicius, Jurgita Kapociute-Dzikiene, Monika Briediene, Tomas Krilavicius:
Correcting diacritics and typos with ByT5 transformer model. CoRR abs/2201.13242 (2022) - [i8]Lukas Stankevicius, Mantas Lukosevicius:
Towards Lithuanian grammatical error correction. CoRR abs/2203.09963 (2022) - [i7]Mantas Lukosevicius, Arnas Uselis:
Time-Adaptive Recurrent Neural Networks. CoRR abs/2204.05192 (2022) - 2021
- [c16]Ana Santos Rodrigues
A Fast Algorithm for Facilitating Heartbeat Annotation in Long-Term ECG Signals. CinC 2021: 1-4 - [c15]Arturas Skarbalius, Mantas Lukosevicius
Automatic Programming Problem Difficulty Evaluation - First Results. ICIST 2021: 150-159 - [c14]Lukas Stankevicius
Generating Abstractive Summaries of Lithuanian News Articles Using a Transformer Model. ICIST 2021: 341-352 - [c13]Rokas Peciulis, Mantas Lukosevicius, Algimantas Krisciukaitis, Robertas Petrolis, Dovile Buteikiene:
Automated Age-Related Macular Degeneration Area Estimation - First Results. IVUS 2021: 141-149 - [c12]Juozas Sirmenis, Mantas Lukosevicius:
Tracking Basketball Shots - Preliminary Results. IVUS 2021: 181-190 - [i6]Lukas Stankevicius, Mantas Lukosevicius:
Generating abstractive summaries of Lithuanian news articles using a transformer model. CoRR abs/2105.03279 (2021) - [i5]Rokas Peciulis, Mantas Lukosevicius, Algimantas Krisciukaitis, Robertas Petrolis, Dovile Buteikiene:
Automated age-related macular degeneration area estimation - first results. CoRR abs/2107.02211 (2021) - 2020
- [c11]Claudio Gallicchio, Mantas Lukosevicius, Simone Scardapane:
Frontiers in Reservoir Computing. ESANN 2020: 559-566 - [c10]Lukas Stankevicius, Mantas Lukosevicius:
Testing Pre-trained Transformer Models for Lithuanian News Clustering. IVUS 2020: 46-53 - [c9]Mantas Bukauskas, Mantas Lukosevicius:
Accident Localization at the District Heating Network of Kaunas Region using Machine Learning. IVUS 2020: 128-137 - [i4]Lukas Stankevicius, Mantas Lukosevicius:
Testing pre-trained Transformer models for Lithuanian news clustering. CoRR abs/2004.03461 (2020) - [i3]Arnas Uselis, Mantas Lukosevicius, Lukas Stasytis:
Localized convolutional neural networks for geospatial wind forecasting. CoRR abs/2005.05930 (2020) - [i2]Mantas Lukosevicius, Arnas Uselis:
Efficient implementations of echo state network cross-validation. CoRR abs/2006.11282 (2020)
2010 – 2019
- 2019
- [c8]Mantas Lukosevicius
Efficient Cross-Validation of Echo State Networks. ICANN (Workshop) 2019: 121-133 - [c7]Lukas Stankevicius, Mantas Lukosevicius:
Lithuanian news clustering using document embeddings. IVUS 2019: 104-109 - [i1]Mantas Lukosevicius, Arnas Uselis:
Efficient Cross-Validation of Echo State Networks. CoRR abs/1908.08450 (2019) - 2018
- [c6]Aivaras Ciurlionis, Mantas Lukosevicius:
Nowcasting Precipitation Using Weather Radar Data for Lithuania: the First Results. SYSTEM 2018: 55-60 - [c5]Bernardas Zokas, Mantas Lukosevicius:
Human Sport Activities Recognition and Registration from Portable Device. SYSTEM 2018: 61-65 - [c4]Liutauras Butkus, Mantas Lukosevicius:
A Polite Robot: Visual Handshake Recognition Using Deep Learning. SYSTEM 2018: 78-83 - [c3]Azuolas Krusna, Mantas Lukosevicius:
Predicting Mozart's Next Note via Echo State Networks. SYSTEM 2018: 84-91 - 2013
- [b1]Mantas Lukosevicius:
Reservoir Computing and Self-Organized Neural Hierarchies. Jacobs University, 2013 - [c2]Mantas Lukosevicius, Vaidotas Marozas:
Noninvasive Fetal QRS Detection Using Echo State Network. CinC 2013: 205-208 - 2012
- [j3]Mantas Lukosevicius
Reservoir Computing Trends. Künstliche Intell. 26(4): 365-371 (2012) - [c1]Mantas Lukosevicius
Self-organized Reservoirs and Their Hierarchies. ICANN (1) 2012: 587-595 - [p1]Mantas Lukosevicius:
A Practical Guide to Applying Echo State Networks. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 659-686
2000 – 2009
- 2009
- [j2]Mantas Lukosevicius
Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. 3(3): 127-149 (2009) - 2007
- [j1]Herbert Jaeger, Mantas Lukosevicius
Optimization and applications of echo state networks with leaky- integrator neurons. Neural Networks 20(3): 335-352 (2007)
Coauthor Index
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