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COHORTNEY: Deep Clustering for Heterogeneous Event Sequences


Apr 03, 2021
Vladislav Zhuzhel, Rodrigo Rivera-Castro, Nina Kaploukhaya, Liliya Mironova, Alexey Zaytsev, Evgeny Burnaev

* 19 pages 

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Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization


Feb 02, 2021
Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev


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Denoising Score Matching with Random Fourier Features


Jan 13, 2021
Tsimboy Olga, Yermek Kapushev, Evgeny Burnaev, Ivan Oseledets


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Topological obstructions in neural networks learning


Dec 31, 2020
Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev


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Relightable 3D Head Portraits from a Smartphone Video


Dec 17, 2020
Artem Sevastopolsky, Savva Ignatiev, Gonzalo Ferrer, Evgeny Burnaev, Victor Lempitsky


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AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors


Dec 07, 2020
Anton Smerdov, Evgeny Burnaev, Andrey Somov


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Towards Part-Based Understanding of RGB-D Scans


Dec 03, 2020
Alexey Bokhovkin, Vladislav Ishimtsev, Emil Bogomolov, Denis Zorin, Alexey Artemov, Evgeny Burnaev, Angela Dai

* https://youtu.be/iuixmPNs4v4 

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DEF: Deep Estimation of Sharp Geometric Features in 3D Shapes


Nov 30, 2020
Albert Matveev, Alexey Artemov, Ruslan Rakhimov, Gleb Bobrovskikh, Daniele Panozzo, Denis Zorin, Evgeny Burnaev


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How Good MVSNets Are at Depth Fusion


Nov 30, 2020
Oleg Voynov, Aleksandr Safin, Savva Ignatyev, Evgeny Burnaev

* 7 pages, 6 figures, 1 table. Accepted to ICMV 2020 

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Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning


Nov 29, 2020
Anton Smerdov, Andrey Somov, Evgeny Burnaev, Bo Zhou, Paul Lukowicz


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Random Fourier Features based SLAM


Nov 01, 2020
Yermek Kapushev, Anastasia Kishkun, Gonzalo Ferrer, Evgeny Burnaev


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Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation


Oct 22, 2020
Ivan Makhotin, Denis Orlov, Dmitry Koroteev, Evgeny Burnaev, Aram Karapetyan, Dmitry Antonenko


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Convolutional neural networks for automatic detection of Focal Cortical Dysplasia


Oct 20, 2020
Ruslan Aliev, Ekaterina Kondrateva, Maxim Sharaev, Oleg Bronov, Alexey Marinets, Sergey Subbotin, Alexander Bernstein, Evgeny Burnaev

* MRI, Deep learning, CNN, computer vision, medical detection, epilepsy, FCD, focal cortical dysplasia 

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Fader Networks for domain adaptation on fMRI: ABIDE-II study


Oct 14, 2020
Marina Pominova, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev

* ICMV2020 

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Domain Shift in Computer Vision models for MRI data analysis: An Overview


Oct 14, 2020
Ekaterina Kondrateva, Marina Pominova, Elena Popova, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev

* ICMV2020 
* 8 pages, 1 figure 

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Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting


Sep 08, 2020
Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev

* 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 

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Addressing Cold Start in Recommender Systems with Hierarchical Graph Neural Networks


Sep 07, 2020
Ivan Maksimov, Rodrigo Rivera-Castro, Evgeny Burnaev


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Topological Data Analysis for Portfolio Management of Cryptocurrencies


Sep 07, 2020
Rodrigo Rivera-Castro, Polina Pilyugina, Evgeny Burnaev

* 2019 International Conference on Data Mining Workshops (ICDMW) 

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DeepFolio: Convolutional Neural Networks for Portfolios with Limit Order Book Data


Aug 27, 2020
Aiusha Sangadiev, Rodrigo Rivera-Castro, Kirill Stepanov, Andrey Poddubny, Kirill Bubenchikov, Nikita Bekezin, Polina Pilyugina, Evgeny Burnaev


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CAD-Deform: Deformable Fitting of CAD Models to 3D Scans


Jul 23, 2020
Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov, Savva Ignatyev, Matthias Niessner, Denis Zorin, Evgeny Burnaev

* 25 pages, 13 figures, ECCV 2020 

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Geometric Attention for Prediction of Differential Properties in 3D Point Clouds


Jul 16, 2020
Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev


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Making DensePose fast and light


Jul 09, 2020
Ruslan Rakhimov, Emil Bogomolov, Alexandr Notchenko, Fung Mao, Alexey Artemov, Denis Zorin, Evgeny Burnaev


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Interpretable Deep Learning for Pattern Recognition in Brain Differences Between Men and Women


Jun 20, 2020
Maxim Kan, Ruslan Aliev, Anna Rudenko, Nikita Drobyshev, Nikita Petrashen, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein, Evgeny Burnaev

* 12 pages, 3 figures 

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Latent Video Transformer


Jun 18, 2020
Ruslan Rakhimov, Denis Volkhonskiy, Alexey Artemov, Denis Zorin, Evgeny Burnaev


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Multi-fidelity Neural Architecture Search with Knowledge Distillation


Jun 15, 2020
Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev


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NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing


Jun 12, 2020
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim Fedorov, Evgeny Burnaev


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