Concepedia

Leyla Mirvakhabova

LM

5

Publications

196

Citations

5

H-Index

2018

Active since

Affiliations

Skolkovo Institute of Science and Technology(Current)

Institute of Numerical Mathematics

Yandex (Russia)

Leyla Mirvakhabova is an author at Skolkovo Institute of Science and Technology specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningImage AnalysisComputer VisionComputer SciencePattern RecognitionLanguageLinguistics

Publications per year

2018–2022

5

Publications

5

Hyperbolic Vision Transformers: Combining Improvements in Metric Learning

Aleksandr Ermolov, Leyla Mirvakhabova, Valentin Khrulkov et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 93 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Tensorized Embedding Layers for Efficient Model Compression

Leyla Mirvakhabova · arXiv (Cornell University) · 2019 · 50 citations · Full text

Engineering, Machine Learning, Efficient Model Compression +17

Tensorized Embedding Layers

Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova et al. · 2020 · 24 citations · Full text

Geometric Learning, Engineering, Machine Learning +20

Hyperbolic Image Embeddings

Valentin Khrulkov, Leyla Mirvakhabova, Evgeniya Ustinova et al. · 2020 · 17 citations · Full text

Engineering, Machine Learning, Geometry +16

Field heterogeneity detection based on the modified FastICA RGB-image processing

Leyla Mirvakhabova, Mariia Pukalchik, Polina Tregubova et al. · Journal of Physics Conference Series · 2018 · 12 citations · Full text

Precision Agriculture, Engineering, Land Use +23

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