Yuriy Kochura

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All published works

Action	Title	Year	Authors
+ PDF Chat	Batch Size Influence on Performance of Graphic and Tensor Processing Units During Training and Inference Phases	2019	Yuriy Kochura Yuri Gordienko Vlad Taran Nikita Gordienko Alexandr Rokovyi Oleg Alienin Sergii Stirenko
+ PDF Chat	User-Driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities	2018	Gang Peng Hui Jiang Sergii Stirenko Yuri Gordienko Тимур Гафарович Шемседінов Oleg Alienin Yuriy Kochura Nikita Gordienko Anis Rojbi Jorge R. López Benito
+ PDF Chat	Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images	2018	Vlad Taran Nikita Gordienko Yuriy Kochura Yuri Gordienko Alexandr Rokovyi Oleg Alienin Sergii Stirenko
+	Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting.	2018	Nikita Gordienko Yuriy Kochura Vlad Taran Gang Peng Yuri Gordienko Sergii Stirenko
+ PDF Chat	Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer	2018	Yuri Gordienko Gang Peng Hui Jiang Wei Zeng Yuriy Kochura Oleg Alienin Oleksandr Rokovyi Sergii Stirenko
+ PDF Chat	Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation	2018	Sergii Stirenko Yuriy Kochura Oleg Alienin Oleksandr Rokovyi Yuri Gordienko Gang Peng Wei Zeng
+ PDF Chat	Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer	2018	Gang Peng Zhen Wang Wei Zeng Yuri Gordienko Yuriy Kochura Oleg Alienin Oleksandr Rokovyi Sergii Stirenko
+	Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions	2018	Yuri Gordienko Sergii Stirenko Yuriy Kochura Oleg Alienin Michail Novotarskiy Nikita Gordienko
+	Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting	2018	Nikita Gordienko Yuriy Kochura Vlad Taran Gang Peng Yuri Gordienko Sergii Stirenko
+ PDF Chat	Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-threaded Modes	2017	Yuriy Kochura Sergii Stirenko Oleg Alienin Michail Novotarskiy Yuri Gordienko
+ PDF Chat	Comparative performance analysis of neural networks architectures on H2O platform for various activation functions	2017	Yuriy Kochura Sergii Stirenko Yuri Gordienko
+ PDF Chat	Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes	2017	Yuriy Kochura Sergii Stirenko Oleg Alienin Michail Novotarskiy Yuri Gordienko

Common Coauthors

Coauthor	Papers Together
Yuri Gordienko	12
Oleg Alienin	9
Sergii Stirenko	8
Nikita Gordienko	6
Gang Peng	5
Vlad Taran	4
Sergii Stirenko	4
Wei Zeng	3
Michail Novotarskiy	3
Oleksandr Rokovyi	3
Hui Jiang	2
Alexandr Rokovyi	2
Enara Artetxe González	1
Anis Rojbi	1
Jorge R. López Benito	1
Zhen Wang	1
Тимур Гафарович Шемседінов	1
Gang Peng	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Comparative analysis of open source frameworks for machine learning with use case in single-threaded and multi-threaded modes	2017	Yuriy Kochura Sergii Stirenko Oleg Alienin Michail Novotarskiy Yuri Gordienko	6
+	Deep Learning for Fatigue Estimation on the Basis of Multimodal Human-Machine Interactions	2018	Yuri Gordienko Sergii Stirenko Yuriy Kochura Oleg Alienin Michail Novotarskiy Nikita Gordienko	6
+ PDF Chat	Automatized Generation of Alphabets of Symbols	2017	Serhii Hamotskyi Anis Rojbi Sergii Stirenko Yuri Gordienko	5
+ PDF Chat	Comparative performance analysis of neural networks architectures on H2O platform for various activation functions	2017	Yuriy Kochura Sergii Stirenko Yuri Gordienko	5
+ PDF Chat	Synergy of volunteer measurements and volunteer computing for effective data collecting, processing, simulating and analyzing on a worldwide scale	2015	Nikita Gordienko Oleg Lodygensky Gilles Fedak Yuri Gordienko	5
+ PDF Chat	Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-threaded Modes	2017	Yuriy Kochura Sergii Stirenko Oleg Alienin Michail Novotarskiy Yuri Gordienko	5
+ PDF Chat	Augmented Coaching Ecosystem for Non-obtrusive Adaptive Personalized Elderly Care on the basis of Cloud-Fog-Dew computing paradigm	2017	Yuri Gordienko Sergii Stirenko Oleg Alienin Karolj Skala Zorislav Šojat Anis Rojbi Jorge R. López Benito Enara Artetxe González U.B. Lushchyk Luka Šajn	5
+ PDF Chat	User-Driven Intelligent Interface on the Basis of Multimodal Augmented Reality and Brain-Computer Interaction for People with Functional Disabilities	2018	Gang Peng Hui Jiang Sergii Stirenko Yuri Gordienko Тимур Гафарович Шемседінов Oleg Alienin Yuriy Kochura Nikita Gordienko Anis Rojbi Jorge R. López Benito	5
+	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning	2017	Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta Tony Duan Daisy Yi Ding Aarti Bagul Curtis P. Langlotz Katie Shpanskaya	3
+	TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems	2016	Martı́n Abadi Ashish Agarwal Paul Barham Eugene Brevdo Zhifeng Chen Craig Citro Gregory S. Corrado Andy Davis Jay B. Dean Matthieu Devin	3
+	CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning	2017	Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta Tony Duan Daisy Yi Ding Aarti Bagul Curtis P. Langlotz Katie Shpanskaya	3
+ PDF Chat	ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	2017	Xiaosong Wang Yifan Peng Le Lü Zhiyong Lu Mohammadhadi Bagheri Ronald M. Summers	3
+	Generating and Estimating Nonverbal Alphabets for Situated and Multimodal Communications	2017	Serhii Hamotskyi Sergii Stirenko Yuri Gordienko Anis Rojbi	2
+ PDF Chat	Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer	2018	Yuri Gordienko Gang Peng Hui Jiang Wei Zeng Yuriy Kochura Oleg Alienin Oleksandr Rokovyi Sergii Stirenko	2
+ PDF Chat	Dimensionality reduction in deep learning for chest X-ray analysis of lung cancer	2018	Gang Peng Zhen Wang Wei Zeng Yuri Gordienko Yuriy Kochura Oleg Alienin Oleksandr Rokovyi Sergii Stirenko	2
+ PDF Chat	GENERALIZED MODEL OF MIGRATION-DRIVEN AGGREGATE GROWTH — ASYMPTOTIC DISTRIBUTIONS, POWER LAWS AND APPARENT FRACTALITY	2012	Yuri Gordienko	2
+	TensorFlow: A system for large-scale machine learning	2016	Martı́n Abadi Paul Barham Jianmin Chen Zhifeng Chen Andy Davis Jay B. Dean Matthieu Devin Sanjay Ghemawat Geoffrey Irving Michael Isard	2
+ PDF Chat	A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks	2018	Yixing Li Zichuan Liu Kai Xu Hao Yu Fengbo Ren	1
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	1
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	1
+	To prune, or not to prune: exploring the efficacy of pruning for model compression	2017	Michael Zhu Suyog Gupta	1
+	Revisiting Small Batch Training for Deep Neural Networks	2018	Dominic Masters Carlo Luschi	1
+	AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks	2017	Aditya Devarakonda Maxim Naumov Michael Garland	1
+	Deep Learning on FPGAs: Past, Present, and Future	2016	Griffin Lacey Graham W. Taylor Shawki Areibi	1
+ PDF Chat	Recent advances in efficient computation of deep convolutional neural networks	2018	Jian Cheng Peisong Wang Gang Li Qinghao Hu Hanqing Lu	1
+	A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay	2018	Leslie N. Smith	1
+	Revisiting Small Batch Training for Deep Neural Networks	2018	Dominic Masters Carlo Luschi	1
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	1
+	Wider or Deeper: Revisiting the ResNet Model for Visual Recognition	2016	Zifeng Wu Chunhua Shen Anton van den Hengel	1
+ PDF Chat	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	1
+	Dynamic Routing Between Capsules	2017	Sara Sabour Nicholas Frosst Geoffrey E. Hinton	1
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	1
+ PDF Chat	ICNet for Real-Time Semantic Segmentation on High-Resolution Images	2018	Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia	1
+ PDF Chat	Change of scaling and appearance of scale-free size distribution in aggregation kinetics by additive rules	2014	Yuri Gordienko	1
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2015	Vijay Badrinarayanan Alex Kendall Roberto Cipolla	1
+ PDF Chat	Impact of Disorder on the Superconducting Phase Diagram in BaFe<sub>2</sub>(As<sub>1−</sub><i><sub>x</sub></i>P<i><sub>x</sub></i>)<sub>2</sub>	2017	Yuta Mizukami M. Kończykowski Kohei Matsuura Tatsuya Watashige S. Kasahara Yuji Matsuda T. Shibauchi	1
+	Local Regression Models	2010	Oliver B. Linton	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+	ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation	2016	Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello	1
+	ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation	2016	Adam Paszke Abhishek Chaurasia Sangpil Kim Eugenio Culurciello	1
+	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	1
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	1
+	A Review on Deep Learning Techniques Applied to Semantic Segmentation	2017	Alberto García-García Sergio Orts‐Escolano Sergiu Oprea Víctor Villena-Martínez José García‐Rodríguez	1
+	ICNet for Real-Time Semantic Segmentation on High-Resolution Images	2017	Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia	1
+	Multi-Parametric Statistical Method for Estimation of Accumulated Fatigue by Sensors in Ordinary Gadgets	2016	Nikita Gordienko	1
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	1