Discovery Projects - Grant ID: DP230101176

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP230101176

Funding Status
Active

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Funded Activity Summary

Exploiting Geometries of Learning for Fast, Adaptive and Robust AI. This project aims to uniquely exploit geometric manifolds in deep learning to advance the frontier of Artificial Intelligence (AI) research and applications in cybersecurity and general cognitive tasks. It expects to develop new theories, algorithms, tools, and technologies for machine learning systems that are fast, adaptive, lifelong and robust, even with limited supervision. Expected outcomes will enhance Australia's capability and competitiveness in AI, and deliver robust and trustworthy learning technology. The project should provide significant benefits not only in advancing scientific and translational knowledge but also in accelerating AI innovations, safeguarding cyberspace, and reducing the burden on defence expenses in Australia.

Funded Activity Details

Start Date: 01-01-2023

End Date: 31-12-2025

Funding Scheme: Discovery Projects

Funding Amount: $420,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Cybersecurity and privacy not elsewhere classified | Deep learning | Computer vision | Machine learning

ANZSRC Socio-Economic Objective (SEO)

Other Keywords

Computer vision | Cybersecurity and privacy not elsewhere classified | Deep learning | Expanding Knowledge In the Information and Computing Sciences | Machine learning

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