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Valeria Efimova
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Year
Reinforcement-based Method for Simultaneous Clustering Algorithm Selection and its Hyperparameters Optimization
V Shalamov, V Efimova, S Muravyov, A Filchenkov
Procedia Computer Science 136, 144-153, 2018
192018
Fast Automated Selection of Learning Algorithm And its Hyperparameters by Reinforcement Learning
V Efimova, A Filchenkov, V Shalamov
International Conference on Machine Learning AutoML Workshop, 2017
92017
Synthetic dataset generation for text recognition with generative adversarial networks
V Efimova, V Shalamov, A Filchenkov
Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 310-316, 2020
42020
AUTOMATIC HYPERPARAMETER OPTIMIZATION FOR CLUSTERING ALGORITHMS WITH REINFORCEMENT LEARNIN
SB Muravyov, VA Efimova, VV Shalamov, AA Filchenkov
Journal Scientific and Technical Of Information Technologies, Mechanics and …, 2019
42019
Reinforcement-based simultaneous algorithm and its hyperparameters selection
V Efimova, A Filchenkov, A Shalyto
International Conference on Intelligent Data Processing: Theory and …, 2016
42016
Применение обучения с подкреплением для одновременного выбора модели алгоритма классификации и ее структурных параметров
ВА Ефимова, АА Фильченков, АА Шалыто
Машинное обучение и анализ данных 2 (2), 244-254, 2016
32016
Conditional Vector Graphics Generation for Music Cover Images
V Efimova, I Jarsky, I Bizyaev, A Filchenkov
arXiv preprint arXiv:2205.07301, 2022
22022
Text-based sequential image generation
V Efimova, A Filchenkov
Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 125-132, 2022
22022
Keypoint-based static object removal from photographs
A Volkov, V Efimova, V Shalamov, A Filchenkov
Thirteenth International Conference on Machine Vision 11605, 183-191, 2021
12021
Оптимизация гиперпараметров на основе объединения априорных и апостериорных знаний о задаче классификации
ВС Смирнова, ВВ Шаламов, ВА Ефимова, АА Фильченков
Научно-технический вестник информационных технологий, механики и оптики 20 …, 2020
12020
Image Vectorization: a Review
M Dziuba, I Jarsky, V Efimova, A Filchenkov
arXiv preprint arXiv:2306.06441, 2023
2023
Neural Style Transfer for Vector Graphics
V Efimova, A Chebykin, I Jarsky, E Prosvirnin, A Filchenkov
arXiv preprint arXiv:2303.03405, 2023
2023
First Describe, Then Depict: Generating Covers for Music and Books via Extracting Keywords
V Efimova, V Shalamov, A Filchenkov
Proceedings of the 2022 5th International Conference on Artificial …, 2022
2022
Inferring Image Background from Text Description
D Chizhikov, V Efimova, V Shalamov, A Filchenkov
Conference on Artificial Intelligence and Natural Language, 1-13, 2022
2022
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V Efimova, L Fedotov, V Shalamov, A Filchenkov
Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 232-240, 2022
2022
Faster Hyperparameter Optimization via Finding Minimal Regions in Random Forest Regressor
V Shalamov, V Efimova, A Filchenkov
Procedia Computer Science 212, 378-386, 2022
2022
Template-based generation of entertaining illustrations for news publication in social media using deep neural networks
A Tretiak, V Efimova, V Shalamov, A Filchenkov
2021 Ivannikov Ispras Open Conference (ISPRAS), 147-151, 2021
2021
Paraphrase Quality Assessment Metric and Russian Paraphrase Dataset Collection
V Shalamov, V Efimova, A Filchenkov
2021 Ivannikov Ispras Open Conference (ISPRAS), 140-146, 2021
2021
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