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A Practical Guide to Graph Neural Networks
Graph neural networks (GNNs) have recently grown in popularity in the fi...
10/11/2020 ∙ by Isaac Ronald Ward, et al. ∙
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RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques
Object detection from RGB images is a long-standing problem in image pro...
07/22/2019 ∙ by Isaac Ronald Ward, et al. ∙
6
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Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function
This work formulates a novel loss term which can be appended to an RGB o...
04/28/2019 ∙ by Isaac Ronald Ward, et al. ∙
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Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements
Optical flow techniques are becoming increasingly performant and robust ...
04/25/2019 ∙ by Benjamin Allaert, et al. ∙
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Isaac Ronald Ward
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The University of Western Australia
Enthusiastic computer scientist from Western Australia — dedicated to making a positive social impact by leveraging bleeding edge technologies.
Background and interests are multidisciplinary, with a focus on Artificial Intelligence, the Space Sciences, Healthcare, and Robotics.
