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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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CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition


Apr 20, 2020
Zhengwei Wang, Qi She, Tejo Chalasani, Aljosa Smolic

* CVPR 2020 Workshop at Continual Learning (CLVISION) 

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A Neuro-AI Interface for Evaluating Generative Adversarial Networks


Apr 06, 2020
Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy

* Accepted by ICLR 2020 Workshop Bridging AI and Cognitive Science (BAICS). arXiv admin note: substantial text overlap with arXiv:1905.04243 

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OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition


Nov 15, 2019
Qi She, Fan Feng, Xinyue Hao, Qihan Yang, Chuanlin Lan, Vincenzo Lomonaco, Xuesong Shi, Zhengwei Wang, Yao Guo, Yimin Zhang, Fei Qiao, Rosa H. M. Chan

* 8 pages, 5 figures, 4 tables 

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Generative Adversarial Networks: A Survey and Taxonomy


Jun 14, 2019
Zhengwei Wang, Qi She, Tomas E. Ward

* Submitted to IEEE Transactions on Emerging Topics in Computational Intelligence 

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Neuroscore: A Brain-inspired Evaluation Metric for Generative Adversarial Networks


May 10, 2019
Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy


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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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Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation


Jan 15, 2019
Zhengwei Wang, Graham Healy, Alan F. Smeaton, 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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Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation


Nov 10, 2018
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward


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