Intelligent Virtual Human Companions. This research aims to develop intelligent virtual human companions that can seemingly integrate our immediate physical environment and understand their surroundings including people’s emotions, behaviours, actions and interactions. Such a technology will be enabled by leveraging recent advances in mixed/augmented reality technologies, and by developing innovative artificial intelligence and computer vision and graphics algorithms for dynamic real-world envir ....Intelligent Virtual Human Companions. This research aims to develop intelligent virtual human companions that can seemingly integrate our immediate physical environment and understand their surroundings including people’s emotions, behaviours, actions and interactions. Such a technology will be enabled by leveraging recent advances in mixed/augmented reality technologies, and by developing innovative artificial intelligence and computer vision and graphics algorithms for dynamic real-world environments. Unlike robots, the proposed technology will be low cost, readily deployable and customisable, and will not have any physical limitations or maintenance requirements. It will thus have a wide range of applications from elderly care, healthcare care to educational training.Read moreRead less
The art of pastoralism in Australia. This project aims to study art made on sheep and cattle station by Aboriginal labourers from the 1880s to the early 1970s, in regions from South-West Australia to Northern Queensland. Australia is said to have been founded 'on the sheep's back', but the experience of Aboriginal labour in Australian pastoralism is little documented. The project will combine the methods of art and labour histories to contextualise carved stock whip handles, early drawings of ho ....The art of pastoralism in Australia. This project aims to study art made on sheep and cattle station by Aboriginal labourers from the 1880s to the early 1970s, in regions from South-West Australia to Northern Queensland. Australia is said to have been founded 'on the sheep's back', but the experience of Aboriginal labour in Australian pastoralism is little documented. The project will combine the methods of art and labour histories to contextualise carved stock whip handles, early drawings of horses, rock engravings, watercolour paintings and branded shields. The project outcomes will be a reconstruction of Aboriginal experiences of pastoralism in Australia to create a more nuanced history of Aboriginal art before 1970, as well as the history of Australian pastoral industries.Read moreRead less
3D Diffusion Models for Generating and Understanding 3D Scenes. Diffusion models, such as DALL-E2 and Imagen, have achieved remarkable success in generating photorealistic images and hold promise to solve long-standing computer vision problems. However, 3D scene generation remains unexplored. This research project aims to bridge the gap by developing 3D diffusion models capable of generating complete 3D scenes. This will advance our theoretical understanding of diffusion in complex 3D environmen ....3D Diffusion Models for Generating and Understanding 3D Scenes. Diffusion models, such as DALL-E2 and Imagen, have achieved remarkable success in generating photorealistic images and hold promise to solve long-standing computer vision problems. However, 3D scene generation remains unexplored. This research project aims to bridge the gap by developing 3D diffusion models capable of generating complete 3D scenes. This will advance our theoretical understanding of diffusion in complex 3D environments and open up new possibilities for applications in fields such as virtual reality, architecture, and city planning. The proposed 3D diffusion models will also enhance the accuracy of computer vision tasks related to 3D scene understanding, such as object detection, tracking, and semantic segmentation.Read moreRead less
The Role of the Creative Arts in Regional Australia: A Social Impact Model. This project will address the challenge to effectively target regional arts funding to programs and activities that build capacity and have lasting impact for end-users. It delivers a framework for evaluating the arts, to argue for the arts to be included in a broader understanding of community and national wellbeing and success. This framework will position Australia as an international leader in articulating and respon ....The Role of the Creative Arts in Regional Australia: A Social Impact Model. This project will address the challenge to effectively target regional arts funding to programs and activities that build capacity and have lasting impact for end-users. It delivers a framework for evaluating the arts, to argue for the arts to be included in a broader understanding of community and national wellbeing and success. This framework will position Australia as an international leader in articulating and responding to the social impact of the arts. The research field sites have been chosen in consultation with our partners as communities whose capacity and challenges are reflected throughout much of regional Australia.Read moreRead less
Art of Peace: New perspectives in visual art on peacekeeping from the 1990s. Art of Peace investigates the important role of art in Australia’s engagement in international peacekeeping. Australian artists such as George Gittoes and Wendy Sharpe have created powerful and memorable images of Australian forces as peacekeepers and nation-builders. Yet, what of the less-visible perspectives of artists from the countries to which Australia sends peacekeepers? Art of Peace will create new knowledge aro ....Art of Peace: New perspectives in visual art on peacekeeping from the 1990s. Art of Peace investigates the important role of art in Australia’s engagement in international peacekeeping. Australian artists such as George Gittoes and Wendy Sharpe have created powerful and memorable images of Australian forces as peacekeepers and nation-builders. Yet, what of the less-visible perspectives of artists from the countries to which Australia sends peacekeepers? Art of Peace will create new knowledge around those artists’ perceptions of peacekeeping missions, through a new body of scholarship, public engagement and an exhibition in Perth and Sydney curated by Art Gallery of WA. It engages a national audience to focus on the important role of Australia in international affairs since 1990 through new contemporary art.Read moreRead less
Art in conflict: transforming contemporary art at Australian War Memorial. This project aims to investigate conflicts and compromises arising within official schemes for commissioning Australian contemporary war art, in partnership with the Australian War Memorial (AWM). The AWM has built on its Official War Artist scheme to transform the commissioning of war art, engaging high profile contemporary artists to produce often challenging work. This project will focus on this important yet under-res ....Art in conflict: transforming contemporary art at Australian War Memorial. This project aims to investigate conflicts and compromises arising within official schemes for commissioning Australian contemporary war art, in partnership with the Australian War Memorial (AWM). The AWM has built on its Official War Artist scheme to transform the commissioning of war art, engaging high profile contemporary artists to produce often challenging work. This project will focus on this important yet under-researched national collection of art, placing it at the centre of current discussions around contemporary art and war. The project seeks to continue to transform the AWM’s curatorial approaches and build an enduring digital archive of analysis and interpretation.Read moreRead less
Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutt ....Developing A Smart Farming Oriented Secure Data Infrastructure. Smart farming is the future of agriculture. However, recently the Federal Bureau of Investigation has issued a
warning that the lack of data privacy and cyber security mechanisms in the field runs a high risk of disaster. This
project aims to establish an innovative secure data infrastructure for smart farming including secure and automated smart farming supply-chain management. The deliverables of this project will include the cutting-edge Blockchain based secure IoT data management and privacy-preserving smart contracts for smart farming supply-chain management. This data infrastructure will be the first of its kind which will lay a solid foundation for smart farming technology.Read moreRead less
Precarious Movements: Choreography and the Museum. This project aims to interrogate the relationship between dance and visual art practices and institutions since the turn of the 21st century, developing solutions for emerging and associated challenges for artists and art workers. As a contemporary art form, dance innovates our museums and galleries by foregrounding challenging issues such as the dematerialization of art, the nature of creative labor, digital archives, experience as economy, and ....Precarious Movements: Choreography and the Museum. This project aims to interrogate the relationship between dance and visual art practices and institutions since the turn of the 21st century, developing solutions for emerging and associated challenges for artists and art workers. As a contemporary art form, dance innovates our museums and galleries by foregrounding challenging issues such as the dematerialization of art, the nature of creative labor, digital archives, experience as economy, and participatory aesthetics. Bringing academics, curators, conservators and artists from diverse institutions together, Precarious Movements stages a dialogue between dance artists and art institutions to support exemplary creative arts practices and the production of end user processes and protocols.Read moreRead less
Heritage in the limelight: the magic lantern in Australia and the world. The project aims to discover and analyse the large number of glass magic lantern slides that remain under-used in our public collections. International scholarship has recently begun to show that lantern slide shows were a ubiquitous, globalised and formative cultural experience. The project aims to explore the international reach and diversity of this globalised modernist apparatus from the Australian perspective. It plans ....Heritage in the limelight: the magic lantern in Australia and the world. The project aims to discover and analyse the large number of glass magic lantern slides that remain under-used in our public collections. International scholarship has recently begun to show that lantern slide shows were a ubiquitous, globalised and formative cultural experience. The project aims to explore the international reach and diversity of this globalised modernist apparatus from the Australian perspective. It plans to understand how diverse audiences affectively experienced these powerful forms of early media, and to develop ways for today’s Australians to re-experience their magic, invigorating and expanding our cultural heritage.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230101058
Funder
Australian Research Council
Funding Amount
$437,254.00
Summary
Glass-box Deep Machine Perception for Trustworthy Artificial Intelligence. Explainability and Transparency are the key values for development and deployment of Artificial Intelligence (AI) in Australia’s AI Ethics Framework for industry and governments. This project aims to build new tools to make the central technology of AI - deep learning - transparent and explainable. Its expected outputs are novel theory-driven algorithms and unconventional foundational blocks for deep learning that will al ....Glass-box Deep Machine Perception for Trustworthy Artificial Intelligence. Explainability and Transparency are the key values for development and deployment of Artificial Intelligence (AI) in Australia’s AI Ethics Framework for industry and governments. This project aims to build new tools to make the central technology of AI - deep learning - transparent and explainable. Its expected outputs are novel theory-driven algorithms and unconventional foundational blocks for deep learning that will allow humans to clearly interpret the reasoning process of this technology, which is currently not possible. It is expected to significantly advance our knowledge in machine intelligence and perception. Due to their fundamental nature, the project outcomes are likely to benefit industry and scientific frontiers alike.Read moreRead less