Artificial intelligence network

Our network of researchers at the UQ AI Collaboratory envisage a future of amplified human potential with artificial intelligence.

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Data management and data science

UQ researchers are working on techniques to manage increasingly large data sets and AI models, including human-in-the-loop data curation and energy efficient algorithmic design.

A person wearing scrubs and a stethoscope holds an iPad. A graphic of a human skeletal system sits above the screen.

Computer vision and multimedia computation

Our research focuses on developing algorithms and techniques for interpretation of visual information through processing, analysing, or fusing various modalities of multimedia data like images, videos, text, and audio.

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Machine learning

UQ researchers are developing techniques for building effective machine learning systems using limited or synthetically generated datasets, without sacrificing predictive performance on novel real-world data.

Human-centred AI

While AI tools are becoming more sophisticated, evidence shows that effective use of these is limited. Our research aims to improve this through human-centred methodologies.

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Generative AI

Our researchers are exploring new solutions for how generative AI systems operate, and how these systems can be used to truly amplify human potential.