| Classifying emotions and engagement in online learning based on a single facial expression recognition neural network AV Savchenko, LV Savchenko, I Makarov IEEE Transactions on Affective Computing 13 (4), 2132-2143, 2022 | 378 | 2022 |
| Facial expression and attributes recognition based on multi-task learning of lightweight neural networks AV Savchenko 2021 IEEE 19th international symposium on intelligent systems and …, 2021 | 231 | 2021 |
| Video-Based Frame-Level Facial Analysis of Affective Behavior on Mobile Devices Using EfficientNets AV Savchenko Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 102* | 2022 |
| Efficient facial representations for age, gender and identity recognition in organizing photo albums using multi-output ConvNet AV Savchenko PeerJ Computer Science 5, e197, 2019 | 98 | 2019 |
| Group-level emotion recognition using transfer learning from face identification A Rassadin, A Gruzdev, A Savchenko Proceedings of the 19th ACM international conference on multimodal …, 2017 | 90 | 2017 |
| Sequential three-way decisions in multi-category image recognition with deep features based on distance factor AV Savchenko Information Sciences 489, 18-36, 2019 | 81 | 2019 |
| Fast multi-class recognition of piecewise regular objects based on sequential three-way decisions and granular computing AV Savchenko Knowledge-Based Systems 91, 252-262, 2016 | 75 | 2016 |
| Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction A Savchenko International Conference on Machine Learning 202, 30119-30129, 2023 | 61 | 2023 |
| Medsyn: Llm-based synthetic medical text generation framework G Kumichev, P Blinov, Y Kuzkina, V Goncharov, G Zubkova, N Zenovkin, ... Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024 | 59 | 2024 |
| Probabilistic neural network with homogeneity testing in recognition of discrete patterns set AV Savchenko Neural Networks 46, 227-241, 2013 | 58 | 2013 |
| Probabilistic neural network with complex exponential activation functions in image recognition AV Savchenko IEEE transactions on neural networks and learning systems 31 (2), 651-660, 2019 | 56 | 2019 |
| EmotiEffNets for facial processing in video-based valence-arousal prediction, expression classification and action unit detection AV Savchenko Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 55* | 2023 |
| Compression of recurrent neural networks for efficient language modeling AM Grachev, DI Ignatov, AV Savchenko Applied Soft Computing 79, 354-362, 2019 | 54 | 2019 |
| MT-EmotiEffNet for multi-task human affective behavior analysis and learning from synthetic data AV Savchenko European Conference on Computer Vision, 45-59, 2022 | 52* | 2022 |
| Directed enumeration method in image recognition AV Savchenko Pattern Recognition 45 (8), 2952-2961, 2012 | 51 | 2012 |
| Fast inference in convolutional neural networks based on sequential three-way decisions AV Savchenko Information Sciences 560, 370-385, 2021 | 48 | 2021 |
| Maximum-likelihood approximate nearest neighbor method in real-time image recognition AV Savchenko Pattern Recognition 61, 459-469, 2017 | 45 | 2017 |
| Neural networks compression for language modeling AM Grachev, DI Ignatov, AV Savchenko International Conference on Pattern Recognition and Machine Intelligence …, 2017 | 42 | 2017 |
| Search techniques in intelligent classification systems AV Savchenko Springer, 2016 | 41 | 2016 |
| Criterion of significance level for selection of order of spectral estimation of entropy maximum VV Savchenko, AV Savchenko Radioelectronics and Communications Systems 62 (5), 223-231, 2019 | 39 | 2019 |
Ilya MakarovPrincipal AI ResearcherVerified email at hse.ru
