федеральное государственное автономное образовательное учреждение высшего образования
«Самарский национальный исследовательский университет имени академика С.П. Королева»

Mukhin, Artem V.

  • Department of Technical Cybernetics, specialist
  • specialist
2024
  • 1 Kilbas I., Gribanov D., Mukhin A. etc. Expanding the Context of Large Language Models Via Linear Interpolation of Positional Embeddings // 2024 10th International Conference on Information Technology and Nanotechnology, ITNT 2024. — 2024. —
  • 2 Gribanov D., Kilbas I., Mukhin A. etc. Effect of Encoder Architectures on the Generation of Vector Representations for Modeling 3D Objects via the Space of Convex Sets // 2024 10th International Conference on Information Technology and Nanotechnology, ITNT 2024. — 2024. —
  • 3 Artem Mukhin, Paringer R., Gribanov D. etc. Automated Lightweight Descriptor Generation for Hyperspectral Image Analysis // Optical Memory and Neural Networks (Information Optics) 2024. — Vol. 33. Issue 3. № 3. — P. 264-275
2022
  • 1 Paringer R.A., Mukhin A.V., Ilyasova N.Y. etc. Neural network application for semantic segmentation of fundus // Computer Optics 2022. — Vol. 46. Issue 4. № 4. — P. 596-602
  • 2 Mukhin A.V., Kilbas I.A., Paringer R.A. etc. A method for balancing a multi-labeled biomedical dataset // INTEGRATED COMPUTER-AIDED ENGINEERING 2022. — Vol. 29. Issue 2. — P. 209-225
  • 3 Mukhin A., Danil G., Paringer R. Semantic Segmentation of Hyperspectral Imaging Using Convolutional Neural Networks // Optical Memory and Neural Networks (Information Optics) 2022. — Vol. 31. — P. 38-47
  • 4 Khotilin M.I., Paringer R.A., Kupriyanov A.V. etc. Estimation of hyperspectral images bands similarity using textural properties // 3rd International Workshop at the American University of Armenia, College of Science & Engineering. — 2022. — P. 76-83
2021
  • 1 Mukhin A., Paringer R., Ilyasova N. Feature selection algorithm with feature space separability estimation using discriminant analysis // Proceedings of ITNT 2021 - 7th IEEE International Conference on Information Technology and Nanotechnology. — 2021. —
  • 2 Paringer R.A., Mukhin A.V., Kupriyanov A.V. Formation of an informative index for recognizing specified objects in hyperspectral data // Computer Optics 2021. — Vol. 45. Issue 6. — P. 873-878
2020
  • 1 Mukhin Artem Vladimirovich, Kilbas I.A., Paringer R.A. etc. Применение метода градиентного спуска для балансировки данных в задачах анализа диагностических изображений // Application of the gradient descent for data balancing in diagnostic image analysis problems. — 2020. — Vol. 2. — P. 291-298
  • 2 Mukhin Artem Vladimirovich, Kilbas I.A., Paringer R.A. etc. Algorithm for Data Balancing Based on Gradient Descent // 2nd International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2020). — 2020. — P. 56-59
  • 3 Mukhin A., Kilbas I., Paringer R. etc. Application of the gradient descent for data balancing in diagnostic image analysis problems // Proceedings of ITNT 2020 - 6th IEEE International Conference on Information Technology and Nanotechnology. — 2020. —