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CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations


Aug 22, 2022
Elona Dupont, Kseniya Cherenkova, Anis Kacem, Sk Aziz Ali, Ilya Arzhannikov, Gleb Gusev, Djamila Aouada

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Towards Computationally Feasible Deep Active Learning


May 07, 2022
Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin, Leonid Sanochkin, Daniil Larionov, Gleb Gusev, Manvel Avetisian, Leonid Zhukov

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* Accepted at NAACL-2022 Findings 

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Adversarial Attacks on Deep Models for Financial Transaction Records


Jun 15, 2021
Ivan Fursov, Matvey Morozov, Nina Kaploukhaya, Elizaveta Kovtun, Rodrigo Rivera-Castro, Gleb Gusev, Dmitry Babaev, Ivan Kireev, Alexey Zaytsev, Evgeny Burnaev

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PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D


Jan 12, 2021
Kseniya Cherenkova, Djamila Aouada, Gleb Gusev

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* 2020 IEEE International Conference on Image Processing (ICIP), 2020, pp. 2741-2745 
* 2020 IEEE International Conference on Image Processing (ICIP) 

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SHARP 2020: The 1st Shape Recovery from Partial Textured 3D Scans Challenge Results


Oct 26, 2020
Alexandre Saint, Anis Kacem, Kseniya Cherenkova, Konstantinos Papadopoulos, Julian Chibane, Gerard Pons-Moll, Gleb Gusev, David Fofi, Djamila Aouada, Bjorn Ottersten

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* SHARP workshop, ECCV 2020 

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Event sequence metric learning


Feb 19, 2020
Dmitrii Babaev, Ivan Kireev, Nikita Ovsov, Mariya Ivanova, Gleb Gusev, Alexander Tuzhilin

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Minimal Variance Sampling in Stochastic Gradient Boosting


Oct 29, 2019
Bulat Ibragimov, Gleb Gusev

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Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling


Jun 20, 2019
Valentina Fedorova, Gleb Gusev, Pavel Serdyukov

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Aggregation of pairwise comparisons with reduction of biases


Jun 09, 2019
Nadezhda Bugakova, Valentina Fedorova, Gleb Gusev, Alexey Drutsa

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* presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA 

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CatBoost: unbiased boosting with categorical features


Oct 31, 2018
Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev, Anna Veronika Dorogush, Andrey Gulin

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