| 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 | 19 | 2018 |
| 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 | 9 | 2017 |
| 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 | 5 | 2020 |
| Reinforcement-based simultaneous algorithm and its hyperparameters selection V Efimova, A Filchenkov, A Shalyto International Conference on Intelligent Data Processing: Theory and …, 2016 | 5 | 2016 |
| Text-based sequential image generation V Efimova, A Filchenkov Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 125-132, 2022 | 3 | 2022 |
| 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 | 3 | 2020 |
| 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 | 3 | 2019 |
| 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 | 3 | 2016 |
| Conditional Vector Graphics Generation for Music Cover Images V Efimova, I Jarsky, I Bizyaev, A Filchenkov arXiv preprint arXiv:2205.07301, 2022 | 2 | 2022 |
| 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 | 2 | 2021 |
| Image Vectorization: a Review M Dziuba, I Jarsky, V Efimova, A Filchenkov arXiv preprint arXiv:2306.06441, 2023 | 1 | 2023 |
| Advertisement replacement in video V Efimova, L Fedotov, V Shalamov, A Filchenkov Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 232-240, 2022 | 1 | 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 | 1 | 2022 |
| Paraphrase Quality Assessment Metric and Russian Paraphrase Dataset Collection V Shalamov, V Efimova, A Filchenkov 2021 Ivannikov Ispras Open Conference (ISPRAS), 140-146, 2021 | 1 | 2021 |
| Neural Style Transfer for Vector Graphics V Efimova, A Chebykin, I Jarsky, E Prosvirnin, A Filchenkov arXiv preprint arXiv:2303.03405, 2023 | | 2023 |
| Vector graphics generation with LLMs: approaches and models BA Timofeenko, V Efimova, AA Filchenkov Записки научных семинаров ПОМИ 530 (0), 24-37, 2023 | | 2023 |
| FAMLINN: Representation for Storing Neural Network Architecture I Maslov, E Bessonnitsyn, V Efmova, V Shalamov Procedia Computer Science 229, 55-61, 2023 | | 2023 |
| Convolutional Neural Network Graph-based Embedding for Neural Architecture Search E Bessonnitsyn, V Shaldin, V Efimova, V Shalamov Procedia Computer Science 229, 47-54, 2023 | | 2023 |
| Predicting dataset size for neural network fine-tuning with a given quality in object detection task E Moskovskaya, O Chebotareva, V Efimova, S Muravyov Procedia Computer Science 229, 158-167, 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 |
Andrey FilchenkovHead of GO AI LabVerified email at itmo.ru
