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Artem Babenko
Artem Babenko
Yandex
在 yandex-team.ru 的电子邮件经过验证
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引用次数
引用次数
年份
Neural codes for image retrieval
A Babenko, A Slesarev, A Chigorin, V Lempitsky
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
15132014
Aggregating local deep features for image retrieval
A Babenko, V Lempitsky
Proceedings of the IEEE international conference on computer vision, 1269-1277, 2015
1147*2015
Revisiting deep learning models for tabular data
Y Gorishniy, I Rubachev, V Khrulkov, A Babenko
Advances in Neural Information Processing Systems 34, 18932-18943, 2021
5622021
The inverted multi-index
A Babenko, V Lempitsky
IEEE transactions on pattern analysis and machine intelligence 37 (6), 1247-1260, 2014
5022014
Unsupervised discovery of interpretable directions in the gan latent space
A Voynov, A Babenko
International conference on machine learning, 9786-9796, 2020
4042020
Label-efficient semantic segmentation with diffusion models
D Baranchuk, I Rubachev, A Voynov, V Khrulkov, A Babenko
ICLR'2022, 2022
3892022
Additive quantization for extreme vector compression
A Babenko, V Lempitsky
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
2882014
Neural oblivious decision ensembles for deep learning on tabular data
S Popov, S Morozov, A Babenko
ICLR'2020, 2020
2772020
Efficient indexing of billion-scale datasets of deep descriptors
A Babenko, V Lempitsky
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
2422016
TabDDPM: Modelling Tabular Data with Diffusion Models
A Kotelnikov, D Baranchuk, I Rubachev, A Babenko
ICML'2023, 2023
1422023
A critical look at the evaluation of GNNs under heterophily: are we really making progress?
O Platonov, D Kuznedelev, M Diskin, A Babenko, L Prokhorenkova
ICLR'2023, 2023
1232023
Editable neural networks
A Sinitsin, V Plokhotnyuk, D Pyrkin, S Popov, A Babenko
ICLR'2020, 2020
1232020
Tree quantization for large-scale similarity search and classification
A Babenko, V Lempitsky
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
1222015
On Embeddings for Numerical Features in Tabular Deep Learning
Y Gorishniy, I Rubachev, A Babenko
NeurIPS'2022, 2022
1032022
Revisiting the inverted indices for billion-scale approximate nearest neighbors
D Baranchuk, A Babenko, Y Malkov
Proceedings of the European Conference on Computer Vision (ECCV), 202-216, 2018
922018
Non-metric similarity graphs for maximum inner product search
S Morozov, A Babenko
Advances in Neural Information Processing Systems 31, 2018
792018
Navigating the gan parameter space for semantic image editing
A Cherepkov, A Voynov, A Babenko
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
762021
Object segmentation without labels with large-scale generative models
A Voynov, S Morozov, A Babenko
International Conference on Machine Learning, 10596-10606, 2021
60*2021
On self-supervised image representations for GAN evaluation
S Morozov, A Voynov, A Babenko
ICLR'2021, 2021
422021
Characterizing graph datasets for node classification: Beyond homophily-heterophily dichotomy
O Platonov, D Kuznedelev, A Babenko, L Prokhorenkova
NeurIPS'2023, 2023
41*2023
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