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Picture for Alexey Artemov

3D Parametric Wireframe Extraction Based on Distance Fields


Jul 13, 2021
Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev


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Towards Unpaired Depth Enhancement and Super-Resolution in the Wild


May 25, 2021
Aleksandr Safin, Maxim Kan, Nikita Drobyshev, Oleg Voynov, Alexey Artemov, Alexander Filippov, Denis Zorin, Evgeny Burnaev


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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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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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Latent Video Transformer


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


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Deep Vectorization of Technical Drawings


Mar 16, 2020
Vage Egiazarian, Oleg Voynov, Alexey Artemov, Denis Volkhonskiy, Aleksandr Safin, Maria Taktasheva, Denis Zorin, Evgeny Burnaev


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Latent-Space Laplacian Pyramids for Adversarial Representation Learning with 3D Point Clouds


Dec 13, 2019
Vage Egiazarian, Savva Ignatyev, Alexey Artemov, Oleg Voynov, Andrey Kravchenko, Youyi Zheng, Luiz Velho, Evgeny Burnaev


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Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation Problem


Nov 06, 2019
Sergey Pavlov, Alexey Artemov, Maksim Sharaev, Alexander Bernstein, Evgeny Burnaev

* Accepted to IEEE International Conference on Machine Learning and Applications (ICMLA 2019). Typos corrected, images updated 

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Learning to Approximate Directional Fields Defined over 2D Planes


Jul 01, 2019
Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev

* Proc. of AIST, 2019 
* 7 pages, 5 figures 

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Procedural Synthesis of Remote Sensing Images for Robust Change Detection with Neural Networks


May 20, 2019
Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev

* 16th International Symposium on Neural Networks, ISNN 2019 
* 17 pages, 11 figures 

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Monocular 3D Object Detection via Geometric Reasoning on Keypoints


May 14, 2019
Ivan Barabanau, Alexey Artemov, Evgeny Burnaev, Vyacheslav Murashkin


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ABC: A Big CAD Model Dataset For Geometric Deep Learning


Dec 15, 2018
Sebastian Koch, Albert Matveev, Zhongshi Jiang, Francis Williams, Alexey Artemov, Evgeny Burnaev, Marc Alexa, Denis Zorin, Daniele Panozzo

* 15 pages 

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fMRI: preprocessing, classification and pattern recognition


Apr 26, 2018
Maxim Sharaev, Alexander Andreev, Alexey Artemov, Alexander Bernstein, Evgeny Burnaev, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Renat Akzhigitov

* 20 pages, 1 figure 

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Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry


Apr 26, 2018
Alexander Bernstein, Evgeny Burnaev, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Maxim Sharaev, Alexander Andreev, Alexey Artemov, Renat Akzhigitov

* 20 pages, 2 figures 

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