University of Adelaide 2021 Australian Institute for Machine Learning

The Australian Institute for Machine Learning is recognised as one of the top artificial intelligence and computer vision research institutions globally. Our new Centre for Augmented Reasoning scholarships are funded by the Department of Education, Skills and Employment to support full-time PhD students who are commencing research in machine learning with a focus on augmented reasoning. In this project you will research and develop novel algorithms that can ground vision language to real-world daily applications. This research project in Computer Vision, Visual Question Answering, and Vision-and-Language technology more broadly is developing and exploring 5 research themes: Integrating prior knowledge into vision-and-language with symbolic reasoning Explainable Visual Question Answering Vision-and-Language in the wild: causality, reliability and generalisability Fine-grained control of image2text and text2image generation Human-centred Vision-and-Language Navigation.

University of Adelaide 2021 Australian Institute for Machine Learning
The Australian Institute for Machine Learning is recognised as one of the top artificial intelligence and computer vision research institutions globally. Our new Centre for Augmented Reasoning scholarships are funded by the Department of Education, Skills and Employment to support full-time PhD students who are commencing research in machine learning with a focus on augmented reasoning. In this project you will research and develop novel algorithms that can ground vision language to real-world daily applications. This research project in Computer Vision, Visual Question Answering, and Vision-and-Language technology more broadly is developing and exploring 5 research themes: Integrating prior knowledge into vision-and-language with symbolic reasoning Explainable Visual Question Answering Vision-and-Language in the wild: causality, reliability and generalisability Fine-grained control of image2text and text2image generation Human-centred Vision-and-Language Navigation.