Search Results - Ivan Oseledets

Ivan Oseledets

Ivan Oseledets (; born July 6, 1983) is a Russian computer scientist and mathematician and professor at the Skolkovo Institute of Science and Technology. He is best known for the tensor train decomposition, which is more commonly called a matrix product state in the area of tensor networks.

Oseledets joined the Skolkovo Institute of Science and Technology in 2013 and currently serves as the director of the centre for artificial intelligence technology. Provided by Wikipedia
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  1. 1

    Solution of the Fokker–Planck Equation by Cross Approximation Method in the Tensor Train Format by Andrei Chertkov, Ivan Oseledets

    Published in Frontiers in Artificial Intelligence (2021-08-01)
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  2. 2

    Tensor-Based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations by Evgeny Frolov, Ivan Oseledets

    Published in IEEE Access (2023-01-01)
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  3. 3

    A Single Image Deep Learning Approach to Restoration of Corrupted Landsat-7 Satellite Images by Anna Petrovskaia, Raghavendra Jana, Ivan Oseledets

    Published in Sensors (2022-11-01)
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  4. 4

    Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery by Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan Oseledets

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  5. 5

    Latency Estimation Tool and Investigation of Neural Networks Inference on Mobile GPU by Evgeny Ponomarev, Sergey Matveev, Ivan Oseledets, Valery Glukhov

    Published in Computers (2021-08-01)
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  6. 6

    Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks by Svetlana Illarionova, Dmitrii Shadrin, Alexey Trekin, Vladimir Ignatiev, Ivan Oseledets

    Published in Sensors (2021-08-01)
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  7. 7

    Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale by Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan Oseledets

    Published in Remote Sensing (2022-05-01)
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  8. 8

    MixChannel: Advanced Augmentation for Multispectral Satellite Images by Svetlana Illarionova , Sergey Nesteruk , Dmitrii Shadrin, Vladimir Ignatiev , Maria Pukalchik , Ivan Oseledets

    Published in Remote Sensing (2021-06-01)
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  9. 9

    PseudoAugment: Enabling Smart Checkout Adoption for New Classes Without Human Annotation by Sergey Nesteruk, Svetlana Illarionova, Ilya Zherebzov, Claire Traweek, Nadezhda Mikhailova, Andrey Somov, Ivan Oseledets

    Published in IEEE Access (2023-01-01)
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  10. 10

    Bayesian Aggregation Improves Traditional Single-Image Crop Classification Approaches by Ivan Matvienko, Mikhail Gasanov, Anna Petrovskaia, Maxim Kuznetsov, Raghavendra Jana, Maria Pukalchik, Ivan Oseledets

    Published in Sensors (2022-11-01)
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  11. 11

    A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks by Svetlana Illarionova, Dmitrii Shadrin, Polina Tregubova, Vladimir Ignatiev, Albert Efimov, Ivan Oseledets, Evgeny Burnaev

    Published in Remote Sensing (2022-11-01)
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  12. 12

    Benchmark for Building Segmentation on Up-Scaled Sentinel-2 Imagery by Svetlana Illarionova, Dmitrii Shadrin, Islomjon Shukhratov, Ksenia Evteeva, Georgii Popandopulo, Nazar Sotiriadi, Ivan Oseledets, Evgeny Burnaev

    Published in Remote Sensing (2023-04-01)
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  13. 13

    Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD) by Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Tohishisa Tanaka, Ivan Oseledets

    Published in IEEE Access (2021-01-01)
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  14. 14

    Corrections to “Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)” by Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Tohishisa Tanaka, Ivan Oseledets

    Published in IEEE Access (2024-01-01)
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  15. 15

    CISA: Context Substitution for Image Semantics Augmentation by Sergey Nesteruk, Ilya Zherebtsov, Svetlana Illarionova, Dmitrii Shadrin, Andrey Somov, Sergey V. Bezzateev, Tatiana Yelina, Vladimir Denisenko, Ivan Oseledets

    Published in Mathematics (2023-04-01)
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