| Fast implementation of 4-bit convolutional neural networks for mobile devices A Trusov, E Limonova, D Slugin, D Nikolaev, VV Arlazarov 2020 25th International Conference on Pattern Recognition (ICPR), 9897-9903, 2021 | 23 | 2021 |
| The analysis of projective transformation algorithms for image recognition on mobile devices A Trusov, E Limonova Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 250-257, 2020 | 13 | 2020 |
| p-im2col: Simple yet efficient convolution algorithm with flexibly controlled memory overhead AV Trusov, EE Limonova, DP Nikolaev, VV Arlazarov IEEE Access 9, 168162-168184, 2021 | 8 | 2021 |
| Fast matrix multiplication for binary and ternary CNNs on ARM CPU A Trusov, E Limonova, D Nikolaev, VV Arlazarov 2022 26th International Conference on Pattern Recognition (ICPR), 3176-3182, 2022 | 4 | 2022 |
| Almost indirect 8-bit convolution for QNNs A Trusov, E Limonova, S Usilin Thirteenth International Conference on Machine Vision 11605, 49-57, 2021 | 4 | 2021 |
| Neuron-by-Neuron Quantization for Efficient Low-Bit QNN Training A Sher, A Trusov, E Limonova, D Nikolaev, VV Arlazarov Mathematics 11 (9), 2112, 2023 | 2 | 2023 |
| Almost-indirect convolution in quantized neural networks AV Trusov, EE Limonova, SA Usilin US Patent App. 17/495,697, 2022 | 2 | 2022 |
| PESAC, the generalized framework for RANSAC-based methods on SIMD computing platforms EO Rybakova, AV Trusov, EE Limonova, NS Skoryukina, KB Bulatov, ... IEEE Access, 2023 | 1 | 2023 |
| Fast Computation of RFD-Like Descriptors in Four Orientations AV Trusov, EE Limonova, VV Arlazarov IEEE Access 11, 19725-19740, 2023 | 1 | 2023 |
| FARA: fast and accurate RFDoc descriptor approximation A Sher, A Trusov, M Maksimenko, N Arlazarov, E Limonova Sixteenth International Conference on Machine Vision (ICMV 2023) 13072, 117-124, 2024 | | 2024 |
| Training of binary neural network models using continuous approximation D Pavliuchenkov, A Trusov, E Limonova Sixteenth International Conference on Machine Vision (ICMV 2023) 13072, 86-93, 2024 | | 2024 |
| 4.6-Bit Quantization for Fast and Accurate Neural Network Inference on CPUs A Trusov, E Limonova, D Nikolaev, VV Arlazarov Mathematics 12 (5), 651, 2024 | | 2024 |
| Fast matrix multiplication for binary and ternary convolutional neural networks on arm central processing unit AV Trusov, EE Limonova, DP Nikolaev, VV Arlazarov US Patent App. 18/210,395, 2024 | | 2024 |
| On Fast Computing of Neural Networks Using Central Processing Units AV Trusov, EE Limonova, DP Nikolaev, VV Arlazarov Pattern Recognition and Image Analysis 33 (4), 756-768, 2023 | | 2023 |
| Analysis of Vulnerabilities of Neural Network Image Recognition Technologies AV Trusov, EE Limonova, VV Arlazarov, AA Zatsarinnyy Programming and Computer Software 49 (Suppl 2), S115-S121, 2023 | | 2023 |
| Vulnerability analysis of neural networks in computer vision AV Trusov, EE Limonova, VV Arlazarov, AA Zatsarinnyi Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 49-58, 2023 | | 2023 |
Vladimir V. ArlazarovHead of laboratory at FRC CSC of RAS, CEO at Smart Engines Service LLCVerified email at isa.ru
