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context for monologue and multi-party bilingual dialogue translation [1,2, 3], capitalizing on the flexibility and expressive power of deep learning and neural networks. In this project, we will push the
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following criteria: Must be enrolled to commence in, or hold an offer for one of the 3 listed IT single degree courses: Bachelor of Information Technology (C2000) Bachelor of Computer Science (C2001) Bachelor
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networks, I’ve been able to broaden my knowledge and skill set. It has provided a sense of security and motivation to continue striving for success in my field. Am I eligible? You must be one
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variables such as network connection strengths between neural population networks underlying brain activity. We work with different physiological data modalities such as intracranial and scalp
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neurophysiological variable estimation framework we have been developing that can be applied to all kinds of brain activity recordings. There are two projects to be completed under this program and we are looking
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Modern map-based systems and location-based services rely heavily on the ability to efficiently provide navigation services and the capability to search points of interests (POIs) based on their location or textual information. The aim of this project is to build a next-generation navigation...
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as child exploitation material). It will involve the use of deep neural networks for image, video, audio, social network, and/or text classification. The Faculty of Information Technology has a mission
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networks so that they can accurately identify anomalies in the presence of concept drift. We would like to consider different types of changes in graph structures, such as emergence/deletion of new nodes
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with a variety of Deep Learning frameworks, such as U-Net, ResNet, etc. One of the main challenges in medical image segmentation and classification is that the results must be explainable; hence
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development process for DL, covering requirement analysis, data collection and labeling, data cleaning, network design, training, testing, and operation. Required knowledge deep learning, natural