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that working at Monash University should be a career, not just a job. Our Indigenous Employee Network, hosted by the William Cooper Institute, will give you the opportunity to meet and develop professional and
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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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, gain exposure, and contribute to the energy community. You will work with supervisors from the engineering , information technology , and business & economics faculties to explore and solve pressing
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speech recognition, and autonomous driving, etc. However, due to the intrinsic vulnerability and the lack of rigorous verification, DL systems suffer from quality and security issues, such as the Alexa
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challenge is to create disentangled representations for paralinguistic information and the content of speech. Herein, a component of such a disentangled representation contains only necessary information
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models (eg auto-encoders and generative adversarial networks) and reinforcement/imitation learning algorithms for Markov Decision Processes. The application areas are different problems in text processing
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With success stories ranging from speech recognition to self-driving cars, machine learning (ML) has been one of the most impactful areas of computer science. ML’s versatility stems from the wealth
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Technology: Theory and Applications, pages 123–149. Springer, 2010. O. Biran and K. McKeown. Human-Centric Justification of ML Predictions. In IJCAI2017, pages 1461–1467, 2017. L. Cavazos Quero et al.˙ Jido: A
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of their service and leadership in the peer mentoring community. Peer Mentoring Coordinators work closely with the Faculty and Portfolio of the Deputy Vice-Chancellor (Education) to manage key aspects of the program
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, research institutions, and commercial organisations is vital to address the large scale technical challenges inherent in combating criminal network activity. A significant issue in this work concerns the