Australian Laureate Fellowships - Grant ID: FL130100102
Funder
Australian Research Council
Funding Amount
$3,179,946.00
Summary
Lifelong computer vision systems. This project will create a computer vision system that can produce a detailed environmental map in real time, turning standard video cameras into sensors that 'understand' a scene with basic semantic tools. This high-level sensing will unlock a wide range of applications for autonomous systems.
Australian Laureate Fellowships - Grant ID: FL130100014
Funder
Australian Research Council
Funding Amount
$2,865,815.00
Summary
Neural and behavioural evidence for children’s learning of grammatical morphology. Children with various types of language delay have problems learning grammatical structure, leading to communicative breakdown. This project will use brain imaging and behavioural methods to understand better the nature of these problems, leading to more effective intervention, better child health and wellbeing, and improved educational outcomes.
Australian Laureate Fellowships - Grant ID: FL170100006
Funder
Australian Research Council
Funding Amount
$3,016,065.00
Summary
Pattern analysis for accelerating scientific innovation. This project aims to determine how pattern recognition can be harnessed to accelerate and expand the capability of experimental optimisation that underpins scientific innovation. Disrupting current experimental methods, this new framework will use data-driven models to guide humans through experimental complexity. The expected outcomes of the project include advancing the theory and practice of pattern recognition in Bayesian optimisation ....Pattern analysis for accelerating scientific innovation. This project aims to determine how pattern recognition can be harnessed to accelerate and expand the capability of experimental optimisation that underpins scientific innovation. Disrupting current experimental methods, this new framework will use data-driven models to guide humans through experimental complexity. The expected outcomes of the project include advancing the theory and practice of pattern recognition in Bayesian optimisation by solving both fundamental and translatory problems, totally transforming the way complex experimental explorations can be done. The project will establish Australia as a leader in innovation-led productivity in the 4th industrial revolution, which will include ground-breaking investigations into the use of pattern recognition to navigate complexity in the experimental process.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL170100117
Funder
Australian Research Council
Funding Amount
$3,208,192.00
Summary
On snapping up semantics of dynamic pixels from moving cameras. The project aims to develop a suite of original models and algorithms for processing and understanding videos captured by moving cameras, and to establish the mathematical foundations for deep learning-based computer vision to provide theoretical underpinnings. The project expects to generate new knowledge that will transform moving-camera computer vision with step-changes in visual quality enhancement, compression and acceleration ....On snapping up semantics of dynamic pixels from moving cameras. The project aims to develop a suite of original models and algorithms for processing and understanding videos captured by moving cameras, and to establish the mathematical foundations for deep learning-based computer vision to provide theoretical underpinnings. The project expects to generate new knowledge that will transform moving-camera computer vision with step-changes in visual quality enhancement, compression and acceleration technologies, and solutions for fundamental computer vision tasks. A new concept of feature complexity for measuring the discriminant and learnable abilities of features from deep models will also be defined. The outcomes of the project will be critical for enabling autonomous machines to perceive and interact with the environment.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL160100108
Funder
Australian Research Council
Funding Amount
$2,409,738.00
Summary
How the brain creates a sense of auditory space. How the brain creates a sense of auditory space. Spatial hearing is necessary for locating the source of a sound, and critical for communication in noisy listening conditions. The object of this project is to determine how the mammalian brain, including in human listeners, represents sensitivity to interaural time differences, one of the two binaural cues, and how this representation is transformed from the brainstem to the cortex. Anticipated out ....How the brain creates a sense of auditory space. How the brain creates a sense of auditory space. Spatial hearing is necessary for locating the source of a sound, and critical for communication in noisy listening conditions. The object of this project is to determine how the mammalian brain, including in human listeners, represents sensitivity to interaural time differences, one of the two binaural cues, and how this representation is transformed from the brainstem to the cortex. Anticipated outcomes include a coherent model of binaural hearing that links cellular, systems and perceptual investigations, and an understanding of the human auditory brain that should facilitate novel technologies and interventions to improve hearing function.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL200100133
Funder
Australian Research Council
Funding Amount
$3,358,494.00
Summary
Activating blue carbon for coastal restoration. Coastal blue carbon describes the carbon stored in soils and biomass of coastal wetlands which has an important function in regulating greenhouse gases. They also provide coastal protection, habitat for biodiversity, fisheries and amelioration of land-based pollution. Coastal wetlands have been degraded globally, reducing their capacity to store carbon and to support coastal communities and their economies. This Fellowship aims to assess how restor ....Activating blue carbon for coastal restoration. Coastal blue carbon describes the carbon stored in soils and biomass of coastal wetlands which has an important function in regulating greenhouse gases. They also provide coastal protection, habitat for biodiversity, fisheries and amelioration of land-based pollution. Coastal wetlands have been degraded globally, reducing their capacity to store carbon and to support coastal communities and their economies. This Fellowship aims to assess how restoration of coastal wetlands influences carbon storage and greenhouse gas fluxes, develop new methodologies and to generate new research capacity to inform coastal wetland management globally. The proposed research is expected to enhance coastal sustainability to the benefit of coastal communities.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL120100108
Funder
Australian Research Council
Funding Amount
$2,849,770.00
Summary
Surrogate ecology: when and where can it work to improve environmental management? New empirical analyses and new ecological theory will be used to discover where, when and how to best apply surrogates. New capacity will be built in surrogate ecology and the results used to significantly enhance the effective management and monitoring of environments and biodiversity both in Australia and worldwide.
Australian Laureate Fellowships - Grant ID: FL170100160
Funder
Australian Research Council
Funding Amount
$2,568,846.00
Summary
A philosophy of medicine for the 21st century. This project aims to develop a new theory of health and disease to accommodate developments in contemporary biology such as the ‘developmental origins of health and disease’, the role of the microbiome in physiology, and the fact that our bodies are sites of evolutionary conflict between multiple genomes, particularly in early life. Present science does not fit with common-sense ideas about the identity and the goals of living systems and the projec ....A philosophy of medicine for the 21st century. This project aims to develop a new theory of health and disease to accommodate developments in contemporary biology such as the ‘developmental origins of health and disease’, the role of the microbiome in physiology, and the fact that our bodies are sites of evolutionary conflict between multiple genomes, particularly in early life. Present science does not fit with common-sense ideas about the identity and the goals of living systems and the project expects to generate a close collaboration between philosophers and biomedical scientists so that new ideas about health and disease can be fed back into proof-of-principle projects for innovative new approaches to the study of health and disease. The project will conduct methodologically innovative research in the philosophy of medicine, working in close collaboration with biomedical scientists to confront the transformational discoveries about the nature of living systems that have been made in the first years of the current century and to actively shape new forms of enquiry into health that reflect those discoveries. It will make the discipline of philosophy an active participant in the creation of integrative biomedical research.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL140100053
Funder
Australian Research Council
Funding Amount
$2,629,658.00
Summary
Science and secularisation. Science and secularisation. This project will explore the growth of science in the West and how it relates to a decline in the influence of religion. Specifically, it will investigate whether science has been a major cause of secularisation, and whether the pattern of scientific advance and corresponding religious decline observed in most Western countries is a universal one. This project aims to address a major unresolved issue concerning the relations between reli ....Science and secularisation. Science and secularisation. This project will explore the growth of science in the West and how it relates to a decline in the influence of religion. Specifically, it will investigate whether science has been a major cause of secularisation, and whether the pattern of scientific advance and corresponding religious decline observed in most Western countries is a universal one. This project aims to address a major unresolved issue concerning the relations between religion, science and modernisation. It also aims to shed light on a crucial issue for global security, namely, whether modernisation leads inexorably to secular, liberal democratic states, or whether new forms of technologically advanced, yet intrinsically religious states are possible.Read moreRead less
Australian Laureate Fellowships - Grant ID: FL230100131
Funder
Australian Research Council
Funding Amount
$3,074,590.00
Summary
The impact of human futures on Australia’s digital and net zero transition. Transition to an inclusive, trusted sustainable future depends on successfully aligning technological, climate and human futures. Yet our knowledge about human futures is inadequate, lacking the qualitative foresight crucial to Australia’s transition to digital and automated technologies and net zero carbon emissions. This fellowship will innovate new ethnographic methods to investigate the role of future human values, p ....The impact of human futures on Australia’s digital and net zero transition. Transition to an inclusive, trusted sustainable future depends on successfully aligning technological, climate and human futures. Yet our knowledge about human futures is inadequate, lacking the qualitative foresight crucial to Australia’s transition to digital and automated technologies and net zero carbon emissions. This fellowship will innovate new ethnographic methods to investigate the role of future human values, practices and trust in developing a path towards technologically supported environmental sustainability. The research programme will deliver a sector-crossing base of knowledge about human futures and a framework for qualitative futures research with applications in planning for digital and net zero transitions. Read moreRead less