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Vladyslav Taran
Vladyslav Taran
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
Verified email at comsys.kpi.ua
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Cited by
Cited by
Year
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
462020
“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
312021
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
262020
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
242017
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
212020
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
152018
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
112022
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
92019
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
92018
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
72022
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
32023
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