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Generative adversarial networks in time series: A survey and taxonomy


Jul 23, 2021
Eoin Brophy, Zhengwei Wang, Qi She, Tomas Ward


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Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach


Feb 24, 2021
Eoin Brophy, Maarten De Vos, Geraldine Boylan, Tomas Ward


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IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report


Apr 26, 2020
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German I. Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou

* 9 pages, 11 figures, 3 tables, accepted into IEEE Robotics and Automation Magazine. arXiv admin note: text overlap with arXiv:1911.06487 

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Optimised Convolutional Neural Networks for Heart Rate Estimation and Human Activity Recognition in Wrist Worn Sensing Applications


Mar 30, 2020
Eoin Brophy, Willie Muehlhausen, Alan F. Smeaton, Tomas E. Ward


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Synthesis of Realistic ECG using Generative Adversarial Networks


Sep 19, 2019
Anne Marie Delaney, Eoin Brophy, Tomas E. Ward


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Quick and Easy Time Series Generation with Established Image-based GANs


Feb 18, 2019
Eoin Brophy, Zhengwei Wang, Tomas E. Ward


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An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data


Dec 03, 2018
Eoin Brophy, José Juan Dominguez Veiga, Zhengwei Wang, Alan F. Smeaton, Tomas E. Ward

* 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science 

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