Concepedia

Artem Babenko

AB

17

Publications

1.5K

Citations

14

H-Index

2014

Active since

Affiliations

Yandex (Russia)(Current)

Skolkovo Institute of Science and Technology

National Research University Higher School of Economics

Moscow Institute of Physics and Technology

Artem Babenko is an author at Yandex (Russia) specializing in computer science, deep learning, and engineering.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningComputer VisionImage AnalysisPattern RecognitionMachine VisionKnowledge Discovery

Publications per year

2014–2023

17

Publications

17

Additive Quantization for Extreme Vector Compression

Artem Babenko, Victor Lempitsky · 2014 · 278 citations

Engineering, Machine Learning, New Compression Scheme +16

Aggregating Deep Convolutional Features for Image Retrieval

Artem Babenko, Victor Lempitsky · arXiv (Cornell University) · 2015 · 233 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

The Inverted Multi-Index

Artem Babenko, Victor Lempitsky · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014 · 181 citations

Mathematical Programming, Index System, Engineering +19

Unsupervised Discovery of Interpretable Directions in the GAN Latent Space

Andrey Voynov, Artem Babenko · arXiv (Cornell University) · 2020 · 142 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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

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