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Topical issue
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Foreword of the program committee of the conference “Mathematical pattern recognition methods”
K. V. Vorontsov, A. N. Gromov, M. I. Zabezhailo, A. S. Inyakin, A. A. Lazarev, D. V. Lemtyuzhnikova, I. A. Sokolov, V. V. Strijov, Yul. V. Chekhovich, Yu. V. Chekhovich
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3 |
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Visual odometry from the images of the reference surface with small interframe rotations
E. Yu. Minaev, L. A. Zherdeva, V. A. Fursov
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9 |
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Using neural networks to detect anomalies in X-ray images obtained with full-body scanners
A. S. Markov, E. Yu. Kotlyarov, N. P. Anosova, V. A. Popov, I. Karandashev, D. E. Apushkinskaya
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23 |
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Distilling face recognition models trained using margin-based softmax function
D. V. Svitov, S. A. Alyamkin
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35 |
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Analysis of the properties of probabilistic models in expert-augmented learning problems
A. I. Bazarova, A. V. Grabovoy, V. V. Strijov
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47 |
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An image matching method using heat kernels on graphs
A. A. Zakharov
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60 |
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Gradient methods for optimizing metaparameters in the knowledge distillation problem
M. Gorpinich, O. Yu. Bakhteev, V. V. Strijov
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67 |
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Cloning and conversion of an arbitrary voice using generative flows
D. S. Obukhov
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80 |
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Real-time person identification by video image based on YOLOv2 and VGG 16 networks
A. V. Bobkov, Kh. Aung
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94 |
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A fast algorithm for computing the digamma function
E. A. Karatsuba
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105 |
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Modification of the confidence bar algorithm based on approximations of the main diagonal of the Hessian matrix for solving optimal control problems
A. Yu. Gornov, A. S. Anikin, T. S. Zarodnyuk, P. S. Sorokovikov
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122 |
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One approach to decoding monotone logical function
N. A. Dragunov, E. V. Dyukova
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134 |
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Entropy modeling of network structures
A. N. Tyrsin
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144 |
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On a robust gradient boosting scheme based on aggregation functions insensitive to outliers
Z. M. Shibzukhov
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156 |
