Website
http://dataportal.arc.gov.au/NCGP/API/grants/DP200103797
Funding Status
Closed
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Funded Activity Summary
Deep Learning that Scales. Deep learning has dramatically improved the accuracy of a breathtaking variety of tasks in AI such as image understanding and natural language processing. This project addresses fundamental bottlenecks when attempting to develop deep learning applications at scale. First, this project proposes efficient neural architecture search that is orders of magnitude faster than previously reported, abstracting away the most complex part of deep learning. Second, we will design very efficient binary networks, enabling large-scale deployment of deep learning to mobile devices. Thus this project will overcome two primary limitations of deep learning generally, however, and will greatly increase its already impressive domain of practical application.Funded Activity Details
Start Date: 10-2020
End Date: 01-2021
Funding Scheme: Discovery Projects
Funding Amount: $390,000.00
Funder: Australian Research Council
Research Topics
ANZSRC Field of Research (FoR)
Computer Vision | Artificial Intelligence and Image Processing
ANZSRC Socio-Economic Objective (SEO)
Expanding Knowledge in Engineering | Expanding Knowledge in the Information and Computing Sciences |
