Alexey Kornaev

According to our database, Alexey Kornaev authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Application of Deep Learning Methods to Processing of Noisy Medical Video Data.

Danil Afonchikov, Elena Kornaeva, Irina Makovik, Alexey Kornaev

CoRR, 2024

Awareness of uncertainty in classification using a multivariate model and multi-views.

Alexey Kornaev, Elena Kornaeva, Oleg Ivanov, Ilya Pershin, Danis Alukaev

CoRR, 2024

Native machine learning for noisy microscopic data processing.

Danil Afonchikov, Elena Kornaeva, Irina Makovik, Alexey Kornaev

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

Cross-Modal Conceptualization in Bottleneck Models.

Danis Alukaev, Semen Kiselev, Ilya Pershin, Bulat Ibragimov, Vladimir Ivanov, Alexey Kornaev, Ivan Titov

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

U-Net as a Tool for Adjusting the Velocity Distributions of Rheomagnetic Fluids.

Elena Kornaeva, Alexey Kornaev, Alexander Fetisov, Ivan Stebakov, Leonid Savin

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Methods for Improving the Fault Diagnosis Accuracy of Rotating Machines.

Yuri Kazakov, Ivan Stebakov, Alexander Fetisov, Alexey Kornaev, Roman Polyakov

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling.

Elena Kornaeva, Alexey Kornaev, Alexander Fetisov, Ivan Stebakov, Bulat Ibragimov

Proceedings of the IEEE Congress on Evolutionary Computation, 2022