Batch size influence on performance of graphic and tensor processing units during training and inference phases Y Kochura, Y Gordienko, V Taran, N Gordienko, A Rokovyi, O Alienin, ... Advances in Computer Science for Engineering and Education II, 658-668, 2020 | 56 | 2020 |
“Last mile” optimization of edge computing ecosystem with deep learning models and specialized tensor processing architectures Y Gordienko, Y Kochura, V Taran, N Gordienko, O Rokovyi, O Alienin, ... Advances in Computers 122, 303-341, 2021 | 34 | 2021 |
Scaling Analysis of Specialized Tensor Processing Architectures for Deep Learning Models Y Gordienko, Y Kochura, V Taran, N Gordienko, A Rokovyi, O Alienin, ... Deep Learning: Concepts and Architectures, 65-99, 2020 | 30 | 2020 |
Impact of ground truth annotation quality on performance of semantic image segmentation of traffic conditions V Taran, Y Gordienko, A Rokovyi, O Alienin, S Stirenko Advances in Computer Science for Engineering and Education II, 183-193, 2020 | 28 | 2020 |
Performance evaluation of distributed computing environments with Hadoop and Spark frameworks V Taran, O Alienin, S Stirenko, Y Gordienko, A Rojbi 2017 IEEE International Young Scientists Forum on Applied Physics and …, 2017 | 26 | 2017 |
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images V Taran, N Gordienko, Y Kochura, Y Gordienko, A Rokovyi, O Alienin, ... Proceedings of the 19th International Conference on Computer Systems and …, 2018 | 16 | 2018 |
Adaptive Iterative Pruning for Accelerating Deep Neural Networks Y Gordienko, Y Kochura, V Taran, N Gordienko, A Bugaiov, S Stirenko 2019 XIth International Scientific and Practical Conference on Electronics …, 2019 | 12 | 2019 |
Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting N Gordienko, Y Kochura, V Taran, G Peng, Y Gordienko, S Stirenko arXiv preprint arXiv:1809.06693, 2018 | 12 | 2018 |
Edge intelligence for medical applications under field conditions V Taran, Y Gordienko, O Rokovyi, O Alienin, Y Kochura, S Stirenko Advances in Artificial Systems for Logistics Engineering, 71-80, 2022 | 11 | 2022 |
Artificial intelligence platform for distant computer-aided detection (cade) and computer-aided diagnosis (cadx) of human diseases O Alienin, O Rokovyi, Y Gordienko, Y Kochura, V Taran, S Stirenko Advances in Artificial Systems for Logistics Engineering, 91-100, 2022 | 7 | 2022 |
Ensemble Knowledge Distillation for Edge Intelligence in Medical Applications Y Gordienko, M Shulha, Y Kochura, O Rokovyi, O Alienin, V Taran, ... Advancements in Knowledge Distillation: Towards New Horizons of Intelligent …, 2023 | 4 | 2023 |
Multimodal Metadata Augmentation for Federated Learning in Medical Applications Y Gordienko, M Shulha, Y Kochura, O Rokovyi, V Taran, O Alienin, ... International Congress on Information and Communication Technology, 537-547, 2024 | 1 | 2024 |