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

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Exponential machines by A. Novikov, M. Trofimov, I. Oseledets

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

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

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Denoising Score Matching via Random Fourier Features by Olga Tsymboi, Yermek Kapushev, Evgeny Burnaev, Ivan Oseledets

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Tree Species Mapping on Sentinel-2 Satellite Imagery with Weakly Supervised Classification and Object-Wise Sampling by Svetlana Illarionova, Alexey Trekin, Vladimir Ignatiev, Ivan Oseledets

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Bayesian optimization for seed germination by Artyom Nikitin, Ilia Fastovets, Dmitrii Shadrin, Mariia Pukalchik, Ivan Oseledets

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

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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

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

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Regulation-based probabilistic substance quality index and automated geo-spatial modeling for water quality assessment by Artyom Nikitin, Polina Tregubova, Dmitrii Shadrin, Sergey Matveev, Ivan Oseledets, Maria Pukalchik

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Estimation of the Canopy Height Model From Multispectral Satellite Imagery With Convolutional Neural Networks by Svetlana Illarionova, Dmitrii Shadrin, Vladimir Ignatiev, Sergey Shayakhmetov, Alexey Trekin, Ivan Oseledets

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Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition by Oseledets, Ivan V., Karniadakis, George E., Daniel, Luca, Zhang, Zheng, Yang, Xiu

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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

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XtremeAugment: Getting More From Your Data Through Combination of Image Collection and Image Augmentation by Sergey Nesteruk, Svetlana Illarionova, Timur Akhtyamov, Dmitrii Shadrin, Andrey Somov, Mariia Pukalchik, Ivan Oseledets

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Author Correction: Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification task by Pavel Kharyuk, Dmitry Nazarenko, Ivan Oseledets, Igor Rodin, Oleg Shpigun, Andrey Tsitsilin, Mikhail Lavrentyev

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

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Optimization of Water Quality Monitoring Networks Using Metaheuristic Approaches: Moscow Region Use Case by Elizaveta Yudina, Anna Petrovskaia, Dmitrii Shadrin, Polina Tregubova, Elizaveta Chernova, Mariia Pukalchik, Ivan Oseledets

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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

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