Mykola Baranov
Position: Lecturer, Discrete Analysis and Intelligent System Department
Phone (office): (032) 239-42-11
Email: mykola.baranov@lnu.edu.ua
Google Scholar profile: scholar.google.com.ua
ORCID profile: orcid.org
LinkedIn profile: www.linkedin.com
Research interests
Artificial neural networks, artificial intelligence, few-shot learning techniques, computer vision methods
Publications
- Mykola Baranov. Application of Metric Learning to Large-scale Image Classification Task / Mykola Baranov, Yurii Shcherbyna // In Proceedings of the 6th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2022)”
- Mykola Baranov. Application of Super Resolution for optical character recognition in low quality images / Mykola Baranov, Ivanov Serhii, Dmytro Shvetsov, and Yuriy Shcherbyna // In Proceedings 8th International Congress on Information and Communication Technology (ICICT 2023), Springer
- Mykola Baranov. Residual domain expert architecture for few-shot learning classification task / Mykola Baranov, Ihor Borachok, Serhii Ivanov, Markiian Mandzak, Yuriy
Shcherbyna // In Proceesings of the 7th International Conference on Computational Linguistics and Intelligent Systems (COLINS 2023)”
Biography
Education:
2004–2011 – Studied at School No. 42.
2011–2015 – Studied at the Oriyana School-Lyceum.
2015–2020 – Earned bachelor’s and master’s degrees at the Faculty of Applied Mathematics and Informatics, Department of Discrete Analysis and Intelligent Systems, Ivan Franko National University of Lviv.
Since 2020 – PhD student at the Department of Discrete Analysis and Intelligent Systems, Faculty of Applied Mathematics and Informatics, Ivan Franko National University of Lviv.
Work Experience:
Since 2023 – Assistant at the Department of Discrete Analysis and Intelligent Systems, Faculty of Applied Mathematics and Informatics, Ivan Franko National University of Lviv.
Since 2018 – Senior RnD Engineer, Abto Software, Lviv.