Mantas Lukosevicius

42 papers B 1Journal 19Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Case Study of Detecting Nutrient Deficiencies in Corn Using Multispectral Satellite Imagery. ICIST Gintautas Sedys, Mantas Lukosevicius, Ernestas Petrauskas, Arturas Gotceitas, Ernestas Zaleckas, Martynas Greicius
2025	—	`conf`	Detecting Stressful Driving Situations Using Wearable PPG Sensors: A Case Study. ICIST Egle Butkeviciute, Tomas Blazauskas, Mindaugas Vasiljevas, Mantas Lukosevicius, Mikas Binkis, Benas Ranauskas, Dominykas Barisas, Lukas Paulauskas
2025	J	`jnl`	Surpassing state of the art on AMD area estimation from RGB fundus images through careful selection of U-Net architectures and loss functions for class imbalance. CoRR Valentyna Starodub, Mantas Lukosevicius
2024	—	`conf`	Basketball Board Detection Using YOLO Algorithms. IVUS Juozas Sirmenis, Mantas Lukosevicius
2024	J	`jnl`	Extracting Sentence Embeddings from Pretrained Transformer Models. CoRR Lukas Stankevicius, Mantas Lukosevicius
2024	—	`conf`	Inference Acceleration for Large Language Models Using "Stairs" Assisted Greedy Generation. IVUS Domas Grigaliunas, Mantas Lukosevicius
2024	J	`jnl`	Inference acceleration for large language models using "stairs" assisted greedy generation. CoRR Domas Grigaliunas, Mantas Lukosevicius
2024	J	`jnl`	Optimizing Large Language Models for OpenAPI Code Completion. CoRR Bohdan Petryshyn, Mantas Lukosevicius
2024	—	`conf`	Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models. IVUS Brigita Vileikyte, Mantas Lukosevicius, Lukas Stankevicius
2024	J	`jnl`	Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models. CoRR Brigita Vileikyte, Mantas Lukosevicius, Lukas Stankevicius
2023	J	`jnl`	Efficient Implementations of Echo State Network Cross-Validation. Cogn. Comput. Mantas Lukosevicius, Arnas Uselis
2022	J	`jnl`	Correcting diacritics and typos with ByT5 transformer model. CoRR Lukas Stankevicius, Mantas Lukosevicius, Jurgita Kapociute-Dzikiene, Monika Briediene, Tomas Krilavicius
2022	J	`jnl`	Deep-Learning-Based Estimation of the Spatial QRS-T Angle from Reduced-Lead ECGs. Sensors Ana Santos Rodrigues, Rytis Augustauskas, Mantas Lukosevicius, Pablo Laguna, Vaidotas Marozas
2022	J	`jnl`	Time-Adaptive Recurrent Neural Networks. CoRR Mantas Lukosevicius, Arnas Uselis
2022	J	`jnl`	Towards Lithuanian grammatical error correction. CoRR Lukas Stankevicius, Mantas Lukosevicius
2021	—	`conf`	A Fast Algorithm for Facilitating Heartbeat Annotation in Long-Term ECG Signals. CinC Ana Santos Rodrigues, Mantas Lukosevicius, Vaidotas Marozas
2021	—	`conf`	Automated Age-Related Macular Degeneration Area Estimation - First Results. IVUS Rokas Peciulis, Mantas Lukosevicius, Algimantas Krisciukaitis, Robertas Petrolis, Dovile Buteikiene
2021	J	`jnl`	Automated age-related macular degeneration area estimation - first results. CoRR Rokas Peciulis, Mantas Lukosevicius, Algimantas Krisciukaitis, Robertas Petrolis, Dovile Buteikiene
2021	—	`conf`	Automatic Programming Problem Difficulty Evaluation - First Results. ICIST Arturas Skarbalius, Mantas Lukosevicius
2021	—	`conf`	Generating Abstractive Summaries of Lithuanian News Articles Using a Transformer Model. ICIST Lukas Stankevicius, Mantas Lukosevicius
2021	J	`jnl`	Generating abstractive summaries of Lithuanian news articles using a transformer model. CoRR Lukas Stankevicius, Mantas Lukosevicius
2021	—	`conf`	Tracking Basketball Shots - Preliminary Results. IVUS Juozas Sirmenis, Mantas Lukosevicius
2020	—	`conf`	Accident Localization at the District Heating Network of Kaunas Region using Machine Learning. IVUS Mantas Bukauskas, Mantas Lukosevicius
2020	J	`jnl`	Efficient implementations of echo state network cross-validation. CoRR Mantas Lukosevicius, Arnas Uselis
2020	B	`conf`	Frontiers in Reservoir Computing. ESANN Claudio Gallicchio, Mantas Lukosevicius, Simone Scardapane
2020	J	`jnl`	Localized convolutional neural networks for geospatial wind forecasting. CoRR Arnas Uselis, Mantas Lukosevicius, Lukas Stasytis
2020	—	`conf`	Testing Pre-trained Transformer Models for Lithuanian News Clustering. IVUS Lukas Stankevicius, Mantas Lukosevicius
2020	J	`jnl`	Testing pre-trained Transformer models for Lithuanian news clustering. CoRR Lukas Stankevicius, Mantas Lukosevicius
2019	—	`conf`	Efficient Cross-Validation of Echo State Networks. ICANN (Workshop) Mantas Lukosevicius, Arnas Uselis
2019	J	`jnl`	Efficient Cross-Validation of Echo State Networks. CoRR Mantas Lukosevicius, Arnas Uselis
2019	—	`conf`	Lithuanian news clustering using document embeddings. IVUS Lukas Stankevicius, Mantas Lukosevicius
2018	—	`conf`	A Polite Robot: Visual Handshake Recognition Using Deep Learning. SYSTEM Liutauras Butkus, Mantas Lukosevicius
2018	—	`conf`	Human Sport Activities Recognition and Registration from Portable Device. SYSTEM Bernardas Zokas, Mantas Lukosevicius
2018	—	`conf`	Nowcasting Precipitation Using Weather Radar Data for Lithuania: the First Results. SYSTEM Aivaras Ciurlionis, Mantas Lukosevicius
2018	—	`conf`	Predicting Mozart's Next Note via Echo State Networks. SYSTEM Azuolas Krusna, Mantas Lukosevicius
2013	—	`conf`	Noninvasive Fetal QRS Detection Using Echo State Network. CinC Mantas Lukosevicius, Vaidotas Marozas
2013	—	`—`	Reservoir Computing and Self-Organized Neural Hierarchies. Mantas Lukosevicius
2012	—	`ch.`	A Practical Guide to Applying Echo State Networks. Neural Networks: Tricks of the Trade (2nd ed.) Mantas Lukosevicius
2012	J	`jnl`	Reservoir Computing Trends. Künstliche Intell. Mantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen
2012	—	`conf`	Self-organized Reservoirs and Their Hierarchies. ICANN (1) Mantas Lukosevicius
2009	J	`jnl`	Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. Mantas Lukosevicius, Herbert Jaeger
2007	J	`jnl`	Optimization and applications of echo state networks with leaky- integrator neurons. Neural Networks Herbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert