Concepedia

Valentin Khrulkov

VK

11

Publications

517

Citations

11

H-Index

2017

Active since

Affiliations

Skolkovo Institute of Science and Technology(Current)

Yandex (Russia)

Institute of Numerical Mathematics

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

Top concepts

EngineeringData ScienceDeep LearningMachine LearningImage AnalysisComputer VisionComputer ScienceMachine VisionPattern RecognitionMedical Image Computing

Publications per year

2017–2022

11

Publications

11

Revisiting Deep Learning Models for Tabular Data

Yury Gorishniy, Ivan Rubachev, Valentin Khrulkov et al. · arXiv (Cornell University) · 2021 · 115 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +14

Art of Singular Vectors and Universal Adversarial Perturbations

Ivan Oseledets, Valentin Khrulkov · 2018 · 107 citations

Convolutional Neural Network, Engineering, Machine Learning +16

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

Geometry Score: A Method For Comparing Generative Adversarial Networks

Valentin Khrulkov, Ivan Oseledets · arXiv (Cornell University) · 2018 · 51 citations · Full text

Geometry Score, Engineering, Machine Learning +17

Tensor Train decomposition on TensorFlow (T3F)

Alexander Novikov, Pavel Izmailov, Valentin Khrulkov et al. · arXiv (Cornell University) · 2018 · 37 citations · Full text

Geometric Learning, Image Analysis, Machine Learning +14

Rows per page

1–5 of 11