Alexey Artemov

According to our database, Alexey Artemov authored at least 36 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DeepMIF: Deep Monotonic Implicit Fields for Large-Scale LiDAR 3D Mapping.

Kutay Yilmaz, Matthias Nießner, Anastasiia Kornilova, Alexey Artemov

CoRR, 2024

AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans.

Cedric Perauer, Laurenz Adrian Heidrich, Haifan Zhang, Matthias Nießner, Anastasiia Kornilova, Alexey Artemov

CoRR, 2024

2023

PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing.

Natalia Soboleva, Olga Gorbunova, Maria Ivanova, Evgeny Burnaev, Matthias Nießner, Denis Zorin, Alexey Artemov

CoRR, 2023

MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers.

Yawar Siddiqui, Antonio Alliegro, Alexey Artemov, Tatiana Tommasi, Daniele Sirigatti, Vladislav Rosov, Angela Dai, Matthias Nießner

CoRR, 2023

S4R: Self-Supervised Semantic Scene Reconstruction from RGB-D Scans.

Junwen Huang, Alexey Artemov, Yujin Chen, Shuaifeng Zhi, Kai Xu, Matthias Nießner

CoRR, 2023

Multi-Sensor Large-Scale Dataset for Multi-View 3D Reconstruction.

Oleg Voynov, Gleb Bobrovskikh, Pavel A. Karpyshev, Saveliy Galochkin, Andrei-Timotei Ardelean, Arseniy Bozhenko, Ekaterina Karmanova, Pavel Kopanev, Yaroslav Labutin-Rymsho, Ruslan Rakhimov, Aleksandr Safin, Valerii Serpiva, Alexey Artemov, Evgeny Burnaev, Dzmitry Tsetserukou, Denis Zorin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

DEF: deep estimation of sharp geometric features in 3D shapes.

Albert Matveev, Ruslan Rakhimov, Alexey Artemov, Gleb Bobrovskikh, Vage Egiazarian, Emil Bogomolov, Daniele Panozzo, Denis Zorin, Evgeny Burnaev

ACM Trans. Graph., 2022

Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans.

Alexandr Notchenko, Vladislav Ishimtsev, Alexey Artemov, Vadim Selyutin, Emil Bogomolov, Evgeny Burnaev

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Can We Use Neural Regularization to Solve Depth Super-resolution?

Milena Gazdieva, Oleg Voynov, Alexey Artemov, Youyi Zheng, Luiz Velho, Evgeny Burnaev

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

2021

Towards Unpaired Depth Enhancement and Super-Resolution in the Wild.

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

CoRR, 2021

Making DensePose fast and light.

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

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Latent Video Transformer.

Ruslan Rakhimov, Denis Volkhonskiy, Alexey Artemov, Denis Zorin, Evgeny Burnaev

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Towards Part-Based Understanding of RGB-D Scans.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

3D Parametric Wireframe Extraction Based on Distance Fields.

Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev

Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021

2020

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

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

CoRR, 2020

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

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

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Monocular 3D Object Detection via Geometric Reasoning on Keypoints.

Ivan Barabanau, Alexey Artemov, Evgeny Burnaev, Vyacheslav Murashkin

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

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

Vladislav Ishimtsev, Alexey Bokhovkin, Alexey Artemov, Savva Ignatyev, Matthias Nießner, Denis Zorin, Evgeny Burnaev

Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Vectorization of Technical Drawings.

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

Proceedings of the Computer Vision - ECCV 2020, 2020

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

Albert Matveev, Alexey Artemov, Denis Zorin, Evgeny Burnaev

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

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

Maria Kolos, Anton Marin, Alexey Artemov, Evgeny Burnaev

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation Problem.

Sergey Pavlov, Alexey Artemov, Maksim Sharaev, Alexander Bernstein, Evgeny Burnaev

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Perceptual Deep Depth Super-Resolution.

Oleg Voynov, Alexey Artemov, Vage Egiazarian, Alexandr Notchenko, Gleb Bobrovskikh, Evgeny Burnaev, Denis Zorin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

ABC: A Big CAD Model Dataset for Geometric Deep Learning.

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Approximate Directional Fields Defined Over 2D Planes.

Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

2018

Perceptually-based single-image depth super-resolution.

O. Voinov, Alexey Artemov, Vage Egiazarian, Alexandr Notchenko, Gleb Bobrovskikh, Denis Zorin, Evgeniy Burnaev

CoRR, 2018

fMRI: preprocessing, classification and pattern recognition.

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

CoRR, 2018

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

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

CoRR, 2018

Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics.

Maksim Sharaev, Alexey Artemov, Ekaterina Kondrateva, Sergei Ivanov, Svetlana Sushchinskaya, Alexander Bernstein, Andrzej Cichocki, Evgeny Burnaev

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Voxelwise 3D Convolutional and Recurrent Neural Networks for Epilepsy and Depression Diagnostics from Structural and Functional MRI Data.

Marina Pominova, Alexey Artemov, Maksim Sharaev, Ekaterina Kondrateva, Alexander Bernstein, Evgeny Burnaev

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

MRI-Based Diagnostics of Depression Concomitant with Epilepsy: In Search of the Potential Biomarkers.

Maksim Sharaev, Alexey Artemov, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Evgeny Burnaev, Alexander Bernstein, Renat Akzhigitov, Alexander Andreev

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Pattern Recognition Pipeline for Neuroimaging Data.

Maxim Sharaev, Alexander Andreev, Alexey Artemov, Evgeny Burnaev, Ekaterina Kondratyeva, Svetlana Sushchinskaya, Irina Samotaeva, Vladislav Gaskin, Alexander Bernstein

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2016

Detecting Performance Degradation of Software-Intensive Systems in the Presence of Trends and Long-Range Dependence.

Alexey Artemov, Evgeny Burnaev

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Event Index - a LHCb Event Search System.

Andrey Ustyuzhanin, Alexey Artemov, Nikita Kazeev, Artem Redkin

CoRR, 2015

Nonparametric decomposition of quasi-periodic time series for change-point detection.

Alexey Artemov, Evgeny Burnaev, Andrey Lokot

Proceedings of the Eighth International Conference on Machine Vision, 2015

Ensembles of detectors for online detection of transient changes.

Alexey Artemov, Evgeny Burnaev

Proceedings of the Eighth International Conference on Machine Vision, 2015