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ORCIDEvgeny Burnaev
Evgeny V. Burnaev – Evgeniy Burnaev – Eugeny Burnaev
Person information
- affiliation: Skolkovo Institute of Science and Technology (Skoltech), Russia
- affiliation (2009 - 2018): Russian Academy of Sciences, Kharkevich Institute for Information Transmission Problems, Moscow, Russia
- affiliation (former): Moscow Institute of Physics and Technology, Russia
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2020 – today
- 2021
[j14]Nina Mazyavkina
, Sergey Sviridov, Sergei Ivanov, Evgeny Burnaev:
Reinforcement learning for combinatorial optimization: A survey. Comput. Oper. Res. 134: 105400 (2021)- [j13]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts. Pattern Recognit. 120: 108175 (2021) - [c85]Alexey Bokhovkin, Vladislav Ishimtsev, Emil Bogomolov, Denis Zorin, Alexey Artemov, Evgeny Burnaev, Angela Dai:
Towards Part-Based Understanding of RGB-D Scans. CVPR 2021: 7484-7494 - [c84]Rodrigo Rivera-Castro, Evgeny Burnaev:
CAUSALYSIS: Causal Machine Learning for Real-Estate Investment Decisions. DSAA 2021: 1-3 - [c83]Alexander Korotin, Vage Egiazarian, Arip Asadulaev, Alexander Safin, Evgeny Burnaev:
Wasserstein-2 Generative Networks. ICLR 2021 - [c82]Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev:
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization. ICLR 2021 - [c81]Ivan Fursov, Matvey Morozov, Nina Kaploukhaya, Elizaveta Kovtun, Rodrigo Rivera-Castro, Gleb Gusev, Dmitry Babaev, Ivan Kireev, Alexey Zaytsev, Evgeny Burnaev:
Adversarial Attacks on Deep Models for Financial Transaction Records. KDD 2021: 2868-2878 - [c80]Ruslan Rakhimov, Denis Volkhonskiy, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
Latent Video Transformer. VISIGRAPP (5: VISAPP) 2021: 101-112 - [c79]Ruslan Rakhimov, Emil Bogomolov, Alexandr Notchenko, Fung Mao, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
Making DensePose fast and light. WACV 2021: 1868-1876 - [i113]Tsimboy Olga, Yermek Kapushev, Evgeny Burnaev, Ivan V. Oseledets:
Denoising Score Matching with Random Fourier Features. CoRR abs/2101.05239 (2021) - [i112]Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev:
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization. CoRR abs/2102.01752 (2021) - [i111]Vladislav Zhuzhel, Rodrigo Rivera-Castro, Nina Kaploukhaya, Liliya Mironova, Alexey Zaytsev, Evgeny Burnaev:
COHORTNEY: Deep Clustering for Heterogeneous Event Sequences. CoRR abs/2104.01440 (2021) - [i110]Aleksandr Safin, Maxim Kan, Nikita Drobyshev, Oleg Voynov, Alexey Artemov, Alexander Filippov, Denis Zorin, Evgeny Burnaev:
Towards Unpaired Depth Enhancement and Super-Resolution in the Wild. CoRR abs/2105.12038 (2021) - [i109]Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Evgeny Burnaev:
Large-Scale Wasserstein Gradient Flows. CoRR abs/2106.00736 (2021) - [i108]Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Alexander Filippov, Evgeny Burnaev:
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark. CoRR abs/2106.01954 (2021) - [i107]Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. CoRR abs/2106.04024 (2021) - [i106]Ivan Fursov, Matvey Morozov, Nina Kaploukhaya, Elizaveta Kovtun, Rodrigo Rivera-Castro, Gleb Gusev, Dmitry Babaev, Ivan Kireev, Alexey Zaytsev, Evgeny Burnaev:
Adversarial Attacks on Deep Models for Financial Transaction Records. CoRR abs/2106.08361 (2021) - [i105]Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
3D Parametric Wireframe Extraction Based on Distance Fields. CoRR abs/2107.06165 (2021) - [i104]Ivan Fursov, Alexey Zaytsev, Pavel Burnyshev, Ekaterina Dmitrieva, Nikita Klyuchnikov, Andrey Kravchenko, Ekaterina Artemova, Evgeny Burnaev:
A Differentiable Language Model Adversarial Attack on Text Classifiers. CoRR abs/2107.11275 (2021) - [i103]Viktor Duplyakov, Anton D. Morozov, Dmitriy Popkov, Egor V. Shel, Albert L. Vainshtein, Evgeny Burnaev, Andrei Osiptsov, Grigory V. Paderin:
Data-driven model for hydraulic fracturing design optimization. Part II: Inverse problem. CoRR abs/2108.00751 (2021) - [i102]Yuefan Shen, Hongbo Fu, Zhongshuo Du, Xiang Chen, Evgeny Burnaev, Denis Zorin, Kun Zhou, Youyi Zheng:
GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks. CoRR abs/2108.05128 (2021) - [i101]Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov, Ekaterina Artemova, Serguei Barannikov, Alexander Bernstein, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev:
Artificial Text Detection via Examining the Topology of Attention Maps. CoRR abs/2109.04825 (2021) - [i100]Litu Rout, Alexander Korotin, Evgeny Burnaev:
Generative Modeling with Optimal Transport Maps. CoRR abs/2110.02999 (2021) - [i99]Ildar Abdrakhmanov, Evgenii Kanin, Sergei Boronin, Evgeny Burnaev, Andrei Osiptsov:
Development of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells. CoRR abs/2110.06059 (2021) - 2020
- [j12]Nikita Klyuchnikov, Evgeny Burnaev:
Gaussian process classification for variable fidelity data. Neurocomputing 397: 345-355 (2020) - [j11]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Adaptive hedging under delayed feedback. Neurocomputing 397: 356-368 (2020) - [j10]Evgenya Romanenkova, Alexey Zaytsev, Nikita Klyuchnikov, Arseniy Gruzdev, Ksenia Antipova, Leyla S. Ismailova, Evgeny Burnaev, Artyom Semenikhin, Vitaliy Koryabkin, Igor Simon, Dmitry A. Koroteev:
Real-Time Data-Driven Detection of the Rock-Type Alteration During a Directional Drilling. IEEE Geosci. Remote. Sens. Lett. 17(11): 1861-1865 (2020) - [j9]Yermek Kapushev, Ivan V. Oseledets, Evgeny Burnaev:
Tensor Completion via Gaussian Process-Based Initialization. SIAM J. Sci. Comput. 42(6): A3812-A3824 (2020) - [c78]Maxim Kan, Ruslan Aliev, Anna Rudenko, Nikita Drobyshev, Nikita Petrashen, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev:
Interpretation of 3D CNNs for Brain MRI Data Classification. AIST (Supplement) 2020: 229-241 - [c77]Evgeny Burnaev:
Bayesian Filtering in a Latent Space to Predict Bank Net Income from Acquiring. AIST 2020: 344-355 - [c76]Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev:
Gradient-Based Adversarial Attacks on Categorical Sequence Models via Traversing an Embedded World. AIST 2020: 356-368 - [c75]Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
Geometric Attention for Prediction of Differential Properties in 3D Point Clouds. ANNPR 2020: 113-124 - [c74]Maria Semenova, Andrey Lange, Denis Koposov, Andrey Somov, Evgeny Burnaev:
Personality Traits and Coping Strategies of eSports Players. BESC 2020: 1-5 - [c73]Ivan Maksimov, Rodrigo Rivera-Castro, Evgeny Burnaev:
Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks. IEEE BigData 2020: 5128-5137 - [c72]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Mixing past predictions. COPA 2020: 171-188 - [c71]Vage Egiazarian, Oleg Voynov, Alexey Artemov, Denis Volkhonskiy, Aleksandr Safin, Maria Taktasheva, Denis Zorin, Evgeny Burnaev:
Deep Vectorization of Technical Drawings. ECCV (13) 2020: 582-598 - [c70]Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov, Savva Ignatyev, Matthias Nießner, Denis Zorin, Evgeny Burnaev:
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans. ECCV (13) 2020: 599-628 - [c69]Ivan Nazarov, Evgeny Burnaev:
Bayesian Sparsification of Deep C-valued Networks. ICML 2020: 7230-7242 - [c68]Aleksandr Pletnev, Rodrigo Rivera-Castro, Evgeny Burnaev:
Graph Neural Networks for Model Recommendation using Time Series Data. ICMLA 2020: 1534-1541 - [c67]Denis Koposov, Maria Semenova, Andrey Somov, Andrey Lange, Anton Stepanov, Evgeny Burnaev:
Analysis of the Reaction Time of eSports Players through the Gaze Tracking and Personality Trait. ISIE 2020: 1560-1565 - [c66]Aibek Alanov, Max Kochurov, Denis Volkhonskiy, Daniil Yashkov, Evgeny Burnaev, Dmitry P. Vetrov:
User-controllable Multi-texture Synthesis with Generative Adversarial Networks. VISIGRAPP (4: VISAPP) 2020: 214-221 - [c65]Vage Egiazarian, Savva Ignatyev, Alexey Artemov, Oleg Voynov, Andrey Kravchenko, Youyi Zheng, Luiz Velho, Evgeny Burnaev:
Latent-space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds. VISIGRAPP (4: VISAPP) 2020: 421-428 - [c64]Ivan Barabanau, Alexey Artemov, Evgeny Burnaev, Vyacheslav Murashkin:
Monocular 3D Object Detection via Geometric Reasoning on Keypoints. VISIGRAPP (5: VISAPP) 2020: 652-659 - [i98]Nina Mazyavkina, Sergei Sviridov, Sergei Ivanov, Evgeny Burnaev:
Reinforcement Learning for Combinatorial Optimization: A Survey. CoRR abs/2003.03600 (2020) - [i97]Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev:
Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world. CoRR abs/2003.04173 (2020) - [i96]Vage Egiazarian, Oleg Voynov, Alexey Artemov, Denis Volkhonskiy, Aleksandr Safin, Maria Taktasheva, Denis Zorin, Evgeny Burnaev:
Deep Vectorization of Technical Drawings. CoRR abs/2003.05471 (2020) - [i95]Dmitrii Smolyakov, Evgeny Burnaev:
Software System for Road Condition Forecast Correction. CoRR abs/2003.09957 (2020) - [i94]Ekaterina Artemova, Amir Bakarov, Aleksey Artemov, Evgeny Burnaev, Maxim Sharaev:
Data-driven models and computational tools for neurolinguistics: a language technology perspective. CoRR abs/2003.10540 (2020) - [i93]Ivan Nazarov, Evgeny Burnaev:
Bayesian Sparsification Methods for Deep Complex-valued Networks. CoRR abs/2003.11413 (2020) - [i92]Roman Kail, Alexey Zaytsev, Evgeny Burnaev:
Recurrent Convolutional Neural Networks help to predict location of Earthquakes. CoRR abs/2004.09140 (2020) - [i91]Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Evgeny Burnaev:
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. CoRR abs/2006.07116 (2020) - [i90]Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev:
Multi-fidelity Neural Architecture Search with Knowledge Distillation. CoRR abs/2006.08341 (2020) - [i89]Ruslan Rakhimov, Denis Volkhonskiy, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
Latent Video Transformer. CoRR abs/2006.10704 (2020) - [i88]Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Eugeny Burnaev:
Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers. CoRR abs/2006.11078 (2020) - [i87]Ruslan Rakhimov, Emil Bogomolov, Alexandr Notchenko, Fung Mao, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
Making DensePose fast and light. CoRR abs/2006.15190 (2020) - [i86]Maxim Kan, Ruslan Aliev, Anna Rudenko, Nikita Drobyshev, Nikita Petrashen, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev:
Interpretable Deep Learning for Pattern Recognition in Brain Differences Between Men and Women. CoRR abs/2006.15969 (2020) - [i85]Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev:
Geometric Attention for Prediction of Differential Properties in 3D Point Clouds. CoRR abs/2007.02571 (2020) - [i84]Max Kochurov, Sergey Ivanov, Eugeny Burnaev:
Are Hyperbolic Representations in Graphs Created Equal? CoRR abs/2007.07698 (2020) - [i83]Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov, Savva Ignatyev, Matthias Nießner, Denis Zorin, Evgeny Burnaev:
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans. CoRR abs/2007.11965 (2020) - [i82]Aiusha Sangadiev, Rodrigo Rivera-Castro, Kirill Stepanov, Andrey Poddubny, Kirill Bubenchikov, Nikita Bekezin, Polina Pilyugina, Evgeny Burnaev:
DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data. CoRR abs/2008.12152 (2020) - [i81]Rodrigo Rivera-Castro, Polina Pilyugina, Evgeny Burnaev:
Topological Data Analysis for Portfolio Management of Cryptocurrencies. CoRR abs/2009.03362 (2020) - [i80]Ivan Maksimov, Rodrigo Rivera-Castro, Evgeny Burnaev:
Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks. CoRR abs/2009.03455 (2020) - [i79]Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev:
Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting. CoRR abs/2009.03661 (2020) - [i78]Ivan Makhotin, Denis M. Orlov, Dmitry A. Koroteev, Evgeny Burnaev, Aram Karapetyan, Dmitry Antonenko:
Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation. CoRR abs/2010.03408 (2020) - [i77]Polina Pilyugina, Rodrigo Rivera-Castro, Eugeny Burnaev:
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis. CoRR abs/2010.05056 (2020) - [i76]Ekaterina Kondrateva, Marina Pominova, Elena Popova, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev:
Domain Shift in Computer Vision models for MRI data analysis: An Overview. CoRR abs/2010.07222 (2020) - [i75]Marina Pominova, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev:
Fader Networks for domain adaptation on fMRI: ABIDE-II study. CoRR abs/2010.07233 (2020) - [i74]Ruslan Aliev, Ekaterina Kondrateva, Maxim Sharaev, Oleg Bronov, Alexey Marinets, Sergey Subbotin, Alexander Bernstein, Evgeny Burnaev:
Convolutional neural networks for automatic detection of Focal Cortical Dysplasia. CoRR abs/2010.10373 (2020) - [i73]Yermek Kapushev, Anastasia Kishkun, Gonzalo Ferrer, Evgeny Burnaev:
Random Fourier Features based SLAM. CoRR abs/2011.00594 (2020) - [i72]Nina Mazyavkina, S. Moustafa, Ilya Trofimov, Evgeniy Burnaev:
Optimizing the Neural Architecture of Reinforcement Learning Agents. CoRR abs/2011.14632 (2020) - [i71]Oleg Voynov, Aleksandr Safin, Savva Ignatyev, Evgeny Burnaev:
How Good MVSNets Are at Depth Fusion. CoRR abs/2011.14761 (2020) - [i70]Albert Matveev, Alexey Artemov, Ruslan Rakhimov, Gleb Bobrovskikh, Daniele Panozzo, Denis Zorin, Evgeny Burnaev:
DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes. CoRR abs/2011.15081 (2020) - [i69]Alexey Bokhovkin, Vladislav Ishimtsev, Emil Bogomolov, Denis Zorin, Alexey Artemov, Evgeny Burnaev, Angela Dai:
Towards Part-Based Understanding of RGB-D Scans. CoRR abs/2012.02094 (2020) - [i68]Anton Smerdov, Andrey Somov, Evgeny Burnaev, Bo Zhou, Paul Lukowicz:
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning. CoRR abs/2012.02299 (2020) - [i67]Anton Smerdov, Evgeny Burnaev, Andrey Somov:
AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors. CoRR abs/2012.03491 (2020) - [i66]Artem Sevastopolsky, Savva Ignatiev, Gonzalo Ferrer, Evgeny Burnaev, Victor Lempitsky:
Relightable 3D Head Portraits from a Smartphone Video. CoRR abs/2012.09963 (2020) - [i65]Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev:
Topological obstructions in neural networks learning. CoRR abs/2012.15834 (2020)
2010 – 2019
- 2019
- [j8]Oleg Sudakov, Evgeny Burnaev, Dmitry A. Koroteev:
Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks. Comput. Geosci. 127: 91-98 (2019) - [j7]Nikita Khromov, Alexander Korotin, Andrey Lange, Anton Stepanov, Evgeny Burnaev, Andrey Somov:
Esports Athletes and Players: A Comparative Study. IEEE Pervasive Comput. 18(3): 31-39 (2019) - [c63]Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev:
Learning to Approximate Directional Fields Defined Over 2D Planes. AIST 2019: 367-374 - [c62]Sebastian Koch, Albert Matveev, Zhongshi Jiang, Francis Williams, Alexey Artemov, Evgeny Burnaev, Marc Alexa, Denis Zorin, Daniele Panozzo:
ABC: A Big CAD Model Dataset for Geometric Deep Learning. CVPR 2019: 9601-9611 - [c61]Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev:
Topology-Based Clusterwise Regression for User Segmentation and Demand Forecasting. DSAA 2019: 326-336 - [c60]P. Proskura, Alexey Zaytsev, I. Braslavsky, Evgenii Egorov, Evgeny Burnaev:
Usage of Multiple RTL Features for Earthquakes Prediction. ICCSA (1) 2019: 556-565 - [c59]Oleg Voynov, Alexey Artemov, Vage Egiazarian, Alexandr Notchenko, Gleb Bobrovskikh, Evgeny Burnaev, Denis Zorin:
Perceptual Deep Depth Super-Resolution. ICCV 2019: 5652-5662 - [c58]Rodrigo Rivera-Castro, Polina Pilyugina, Evgeny Burnaev:
Topological Data Analysis for Portfolio Management of Cryptocurrencies. ICDM Workshops 2019: 238-243 - [c57]ShahRukh Athar, Evgeny Burnaev, Victor S. Lempitsky:
Latent Convolutional Models. ICLR (Poster) 2019 - [c56]Rodrigo Rivera-Castro, Ivan Nazarov, Yuke Xiang, Ivan Maksimov, Aleksandr Pletnev, Evgeny Burnaev:
An Industry Case of Large-Scale Demand Forecasting of Hierarchical Components. ICMLA 2019: 134-139 - [c55]Sergey Pavlov, Alexey Artemov, Maksim Sharaev, Alexander Bernstein, Evgeny Burnaev:
Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation Problem. ICMLA 2019: 1600-1605 - [c54]Marina Pominova, Ekaterina Kondrateva, Maksim Sharaev, Alexander Bernstein, Sergey Pavlov, Evgeny Burnaev:
3D Deformable Convolutions for MRI Classification. ICMLA 2019: 1710-1716 - [c53]Ekaterina Kondrateva, Polina Belozerova, Maxim Sharaev, Evgeny Burnaev, Alexander Bernstein, Irina Samotaeva:
Machine learning models reproducibility and validation for MR images recognition. ICMV 2019: 114330Z - [c52]Alexander Bernstein, Eugeny Burnaev, Maxim Sharaev, Ekaterina Kondrateva, Oleg Kachan:
Topological data analysis in computer vision. ICMV 2019: 114332H - [c51]Denis Volkhonskiy, Ivan Nazarov, Evgeny Burnaev:
Steganographic generative adversarial networks. ICMV 2019: 114333M - [c50]Anton Stepanov, Andrey Lange, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Sensors and Game Synchronization for Data Analysis in eSports. INDIN 2019: 933-938 - [c49]Boris B. Velichkovsky, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Visual Fixations Duration as an Indicator of Skill Level in eSports. INTERACT (1) 2019: 397-405 - [c48]Rodrigo Rivera-Castro, Ivan Nazarov, Yuke Xiang, Alexander Pletneev, Ivan Maksimov, Evgeny Burnaev:
Demand Forecasting Techniques for Build-to-Order Lean Manufacturing Supply Chains. ISNN (1) 2019: 213-222 - [c47]Oleg Sudakov, Dmitri A. Koroteev, Boris Belozerov, Evgeny Burnaev:
Artificial Neural Network Surrogate Modeling of Oil Reservoir: A Case Study. ISNN (2) 2019: 232-241 - [c46]Dmitry Smolyakov, Nadezda Sviridenko, Vladislav Ishimtsev, Evgeny Burikov, Evgeny Burnaev:
Learning Ensembles of Anomaly Detectors on Synthetic Data. ISNN (2) 2019: 292-306 - [c45]Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev:
Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. ISNN (2) 2019: 371-387 - [c44]Alexey Bokhovkin, Evgeny Burnaev:
Boundary Loss for Remote Sensing Imagery Semantic Segmentation. ISNN (2) 2019: 388-401 - [c43]Evgenii Egorov, Kirill Neklyudov, Ruslan Kostoev, Evgeny Burnaev:
MaxEntropy Pursuit Variational Inference. ISNN (1) 2019: 409-417 - [c42]Marina Pominova, Anna Kuzina, Ekaterina Kondrateva, Svetlana Sushchinskaya, Evgeny Burnaev, Vyacheslav Yarkin, Maxim Sharaev:
Ensemble of 3D CNN Regressors with Data Fusion for Fluid Intelligence Prediction. ABCD-NP@MICCAI 2019: 158-166 - [c41]Anton Smerdov, Evgeny Burnaev, Andrey Somov:
eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1768-1775 - [c40]Alexander Korotin, Nikita Khromov, Anton Stepanov, Andrey Lange, Evgeny Burnaev, Andrey Somov:
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1804-1810 - [c39]Anton Smerdov, Anastasia Kiskun, Rostislav Shaniiazov, Andrey Somov, Evgeny Burnaev:
Understanding Cyber Athletes Behaviour Through a Smart Chair: CS: GO and Monolith Team Scenario. WF-IoT 2019: 973-978 - [i64]Pavel Temirchev, Maxim Simonov, Ruslan Kostoev, Evgeny Burnaev, Ivan V. Oseledets, Alexey Akhmetov, Andrey Margarit, Alexander Sitnikov, Dmitry A. Koroteev:
Deep Neural Networks Predicting Oil Movement in a Development Unit. CoRR abs/1901.02549 (2019) - [i63]Denis Volkhonskiy, Ekaterina A. Muravleva, Oleg Sudakov, Denis M. Orlov, Boris Belozerov, Evgeny Burnaev, Dmitry A. Koroteev:
Reconstruction of 3D Porous Media From 2D Slices. CoRR abs/1901.10233 (2019) - [i62]Ivan Makhotin, Dmitry A. Koroteev, Evgeny Burnaev:
Gradient Boosting to Boost the Efficiency of Hydraulic Fracturing. CoRR abs/1902.02223 (2019) - [i61]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Adaptive Hedging under Delayed Feedback. CoRR abs/1902.10433 (2019) - [i60]Evgenya Romanenkova, Alexey Zaytsev, Nikita Klyuchnikov, Arseniy Gruzdev, Ksenia Antipova, Leyla S. Ismailova, Evgeny Burnaev, Artyom Semenikhin, Vitaliy Koryabkin, Igor Simon, Dmitry A. Koroteev:
Real-time data-driven detection of the rock type alteration during a directional drilling. CoRR abs/1903.11436 (2019) - [i59]Aibek Alanov, Max Kochurov, Denis Volkhonskiy, Daniil Yashkov, Evgeny Burnaev, Dmitry P. Vetrov:
User-Controllable Multi-Texture Synthesis with Generative Adversarial Networks. CoRR abs/1904.04751 (2019) - [i58]Ivan Barabanau, Alexey Artemov, Evgeny Burnaev, Vyacheslav Murashkin:
Monocular 3D Object Detection via Geometric Reasoning on Keypoints. CoRR abs/1905.05618 (2019) - [i57]Alexey Bokhovkin, Evgeny Burnaev:
Boundary Loss for Remote Sensing Imagery Semantic Segmentation. CoRR abs/1905.07852 (2019) - [i56]Evgenii Egorov, Kirill Neklyudov, Ruslan Kostoev, Evgeny Burnaev:
MaxEntropy Pursuit Variational Inference. CoRR abs/1905.07855 (2019) - [i55]Oleg Sudakov, Dmitri A. Koroteev, Boris Belozerov, Evgeny Burnaev:
Artificial Neural Network Surrogate Modeling of Oil Reservoir: a Case Study. CoRR abs/1905.07859 (2019) - [i54]Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev:
Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks. CoRR abs/1905.07877 (2019) - [i53]Dmitry Smolyakov, Nadezda Sviridenko, Vladislav Ishimtsev, Evgeny Burikov, Eugeny Burnaev:
Learning Ensembles of Anomaly Detectors on Synthetic Data. CoRR abs/1905.07892 (2019) - [i52]Rodrigo Rivera-Castro, Ivan Nazarov, Yuke Xiang, Alexander Pletneev, Ivan Maksimov, Evgeny Burnaev:
Demand forecasting techniques for build-to-order lean manufacturing supply chains. CoRR abs/1905.07902 (2019) - [i51]Evgenii Kanin, Andrei Osiptsov, Albert L. Vainshtein, Evgeny Burnaev:
A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data. CoRR abs/1905.09746 (2019) - [i50]Marina Pominova, Anna Kuzina, Ekaterina Kondrateva, Svetlana Sushchinskaya, Maxim Sharaev, Evgeny Burnaev, Vyacheslav Yarkin:
Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction. CoRR abs/1905.10550 (2019) - [i49]P. Proskura, Alexey Zaytsev, I. Braslavsky, Evgenii Egorov, Evgeny Burnaev:
Usage of multiple RTL features for Earthquake prediction. CoRR abs/1905.10805 (2019) - [i48]Evgeny Burnaev:
Rare Failure Prediction via Event Matching for Aerospace Applications. CoRR abs/1905.11586 (2019) - [i47]Boris B. Velichkovsky, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Visual Fixations Duration as an Indicator of Skill Level in eSports. CoRR abs/1906.01699 (2019) - [i46]Rodrigo Rivera-Castro, Polina Pilyugina, Alexander Pletnev, Ivan Maksimov, Wanyi Wyz, Evgeny Burnaev:
Topological Data Analysis of Time Series Data for B2B Customer Relationship Management. CoRR abs/1906.03956 (2019) - [i45]Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev:
Learning to Approximate Directional Fields Defined over 2D Planes. CoRR abs/1907.00559 (2019) - [i44]Anna Kuzina, Evgenii Egorov, Evgeny Burnaev:
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems. CoRR abs/1908.05480 (2019) - [i43]