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Sviatov K., Yarushkina N., Sukhov S. Data extraction of charts with hybrid deep learning model. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2021 , 12957. С. 382-393.
Sviatov K., Miheev A., Lapshov Y., Shishkin V., Sukhov S.V. Detection of Scenes Features for Path Following on a Local Map of a Mobile Robot Using Neural Networks. Studies in Systems, Decision and Control. – 2021. – V.337. – pp. 272–285. , 2021 .
Sviatov K., Yarushkina N., Sukhov S.V. Extraction of Charts with Hybrid Deep Learning Model. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). – 2021. V.12957 LNCS. – pp. 382–393 , 2021 .
Sviatov K., Miheev A., Sukhov S.V., Lapshov Y., Rapp S. Detection of Obstacle Features Using Neural Networks with Attention in the Task of Autonomous Navigation of Mobile Robots. In International Conference on Computational Science and Its Applications (University of Cagliari, Cagliari, Italy July 1-4, 2020). – 2020. - pp. 1013-1026. , 2020 .
Sviatov K., Miheev A., Lapshov Y., Shishkin V., Sukhov S.V. Detection of Scenes Features for Path Following on a Local Map of a Mobile Robot Using Neural Networks. In International Scientific and Practical Conference in Control Engineering and Decision Making 2020 Dec 3 (pp. 272-285). , 2020 .
Sukhov S.V., Leontev M. Iu., Miheev A., Sviatov K. Prevention of catastrophic interference and imposing active forgetting with generative methods. Neurocomputing. – 2020. – V. 400. – pp. 73-85. , 2020 .
Leontev M., Mikheev A., Sviatov K., Sukhov S. Overcoming Catastrophic Interference with Bayesian Learning and Stochastic Langevin Dynamics. ISNN 2019: 16th International Symposium on Neural Networks (Москва, 10-12 июля 2019 г.). , 2019 .
Sviatov K., Miheev A., Kanin D., Sukhov S., Tronin V. Scenes Segmentation in Self-driving Car Navigation System Using Neural Network Models with Attention. 19th International Conference on Computational Science and Its Applications, ICCSA 2019, (Санкт-Петербург, 1–4 июля, 2019 г.). , 2019 .
