Publication
Publication
Generative Adversarial Networks: A Survey and Taxonomy, arXiv: 1906.01529. [paper], GitHub page: Code, GAN paper list: paper list
Zhengwei Wang, Qi She, Tomas E. Ward
Quick and Easy Time Series Generation with Established Image-based GANs, arXiv:1902.05624. [paper]
Eoin Brophy, Zhengwei Wang, Tomas E. Ward
Synthetic-Neuroscore: Using a neuro-AI interface for evaluating generative adversarial networks, Neurocomputing. [paper] [code] [web link]
Zhengwei Wang, Qi She, Alan F. Smeaton, Tomas E. Ward, Graham Healy
Use of Neural Signals to Evaluate the Quality of Generative Adversarial Network Performance in Facial Image Generation, arXiv:1811.04172, Cognitive Computation. [paper] [web link]
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward
Spatial filtering pipeline evaluation of cortically coupled computer vision system for rapid serial visual presentation, Brain-Computer Interfaces. 5:132–145, 2018. [arXiv] [web link]
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward
A review of feature extraction and classification algorithms for image RSVP based BCI, Signal Processing and Machine Learning for Brain-Machine Interfaces chapter 12. IET, The Institution of Engineering and Technology, 2018. [paper] [web link]
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition, CVPR workshop on Continual Learning in Computer Vision (CLVISION), 2020. [paper] [code]
A Neuro-AI Interface for Evaluating Generative Adversarial Networks, ICLR workshop on Bridging AI and Cognitive Science (BAICS), 2020. [paper] [code]
OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition, International Conference on Robotics and Automation (ICRA), 2020. [paper] [dataset]
An investigation of triggering approaches for the rapid serial visual presentation paradigm in brain computer interfacing, 27th Irish Signals and Systems Conference, 2016. [paper]
Zhengwei Wang, Graham Healy, Alan F. Smeaton, Tomas E. Ward
A machine vision approach to human activity recognition using photoplethysmograph sensor data, 29th Irish Signals and Systems Conference, 2018. [paper]
Eoin Brophy, Zhengwei Wang, José Juan Dominguez Veiga, Tomas Ward
An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies, CHIIR Workshop on Challenges in Bringing Neuroscience to Research in Human-Information Interaction, 2017. [paper]
Graham Healy, Zhengwei Wang, Cathal Gurrin, Alan F. Smeaton, Tomas E. Ward
Validation of low-cost-wireless EEG system for measuring event-related potentials, 29th Irish Signals and Systems Conference, 2018. [paper]
Yongxiang Wang, Zhengwei Wang, William Clifford, Charles Markham, Tomas E. Ward, Catherine Deegan
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data, Irish Conference on Artificial Intelligence and Cognitive Science, 2018. [paper]
Eoin Brophy, José Juan Dominguez Veiga, Zhengwei Wang, Tomas Ward