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Vladimir I. Iglovikov
Vladimir I. Iglovikov
CEO at Albumentations.AI
Adresse e-mail validée de ucdavis.edu - Page d'accueil
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Albumentations: fast and flexible image augmentations
A Buslaev, VI Iglovikov, E Khvedchenya, A Parinov, M Druzhinin, ...
Information 11 (2), 125, 2020
20092020
Ternausnet: U-net with vgg11 encoder pre-trained on imagenet for image segmentation
V Iglovikov, A Shvets
arXiv preprint arXiv:1801.05746, 2018
7502018
Automatic instrument segmentation in robot-assisted surgery using deep learning
AA Shvets, A Rakhlin, AA Kalinin, VI Iglovikov
2018 17th IEEE international conference on machine learning and applications …, 2018
4072018
Deep convolutional neural networks for breast cancer histology image analysis
A Rakhlin, A Shvets, V Iglovikov, AA Kalinin
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
3812018
One thousand and one hours: Self-driving motion prediction dataset
J Houston, G Zuidhof, L Bergamini, Y Ye, L Chen, A Jain, S Omari, ...
Conference on Robot Learning, 409-418, 2021
3692021
Satellite imagery feature detection using deep convolutional neural network: A kaggle competition
V Iglovikov, S Mushinskiy, V Osin
arXiv preprint arXiv:1706.06169, 2017
2342017
Paediatric bone age assessment using deep convolutional neural networks
VI Iglovikov, A Rakhlin, AA Kalinin, AA Shvets
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
2322018
Fully convolutional network for automatic road extraction from satellite imagery
A Buslaev, S Seferbekov, V Iglovikov, A Shvets
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1992018
Feature pyramid network for multi-class land segmentation
S Seferbekov, V Iglovikov, A Buslaev, A Shvets
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1872018
Ternausnetv2: Fully convolutional network for instance segmentation
V Iglovikov, S Seferbekov, A Buslaev, A Shvets
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1832018
2017 robotic instrument segmentation challenge
M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ...
arXiv preprint arXiv:1902.06426, 2019
1302019
Superconducting transitions in flat-band systems
VI Iglovikov, F Hébert, B Grémaud, GG Batrouni, RT Scalettar
Physical Review B 90 (9), 094506, 2014
1072014
Geometry dependence of the sign problem in quantum Monte Carlo simulations
VI Iglovikov, E Khatami, RT Scalettar
Physical Review B 92 (4), 045110, 2015
972015
Angiodysplasia detection and localization using deep convolutional neural networks
AA Shvets, VI Iglovikov, A Rakhlin, AA Kalinin
2018 17th IEEE international conference on machine learning and applications …, 2018
912018
2018 robotic scene segmentation challenge
M Allan, S Kondo, S Bodenstedt, S Leger, R Kadkhodamohammadi, ...
arXiv preprint arXiv:2001.11190, 2020
732020
Medical image segmentation using deep neural networks with pre-trained encoders
AA Kalinin, VI Iglovikov, A Rakhlin, AA Shvets
Deep learning applications, 39-52, 2020
572020
Effects of turbulent mixing on the nonequilibrium critical behaviour
NV Antonov, VI Iglovikov, AS Kapustin
Journal of Physics A: Mathematical and Theoretical 42 (13), 135001, 2009
422009
Breast tumor cellularity assessment using deep neural networks
A Rakhlin, A Tiulpin, AA Shvets, AA Kalinin, VI Iglovikov, S Nikolenko
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
272019
Camera model identification using convolutional neural networks
A Kuzin, A Fattakhov, I Kibardin, VI Iglovikov, R Dautov
2018 IEEE International Conference on Big Data (Big Data), 3107-3110, 2018
272018
International Conference Image Analysis and Recognition
A Rakhlin, A Shvets, V Iglovikov, AA Kalinin
92018
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