20 deep-learning PhD scholarships in Australia

2025 RTP round - Decoding the Learning Dynamics and Learnt Features of Deep Neural Networks: Towards Interpretable and Robust AI Systems.

Status: Opening Applications open: 1/07/2024 Applications close: 20/08/2024 View printable version [.pdf] About this scholarship Description/Applicant information Project Overview Deep learning has

2025 RTP round - Automated Frailty Assessment Using Deep Learning for Predicting Outcomes Following Surgery and Aortic Valve Replacement.

to frailty assessment could be beneficial. Manual measurements from CT scans, however, are labor-intensive and subject to observer variability. The advent of deep learning in medical imaging presents a

2024 RTP round - Development of Advanced Computer Vision and Deep Learning Models for Medical Image Analysis: Alzheimer's Disease as a Use Case

on leveraging advanced computer vision (CV) and deep learning (DL) techniques to develop a state-of-the-art computer-aided detection and diagnosis (CAD) system for early-stage Alzheimer's disease (AD) detection

QUT-CSIRO PhD Scholarship in Deep Learning for Hyperspectral Image Classification

) before the human eye can see them. The principal aim of this PhD research program is to develop methods to improve the hyperspectral image classification using deep learning techniques. The developed

2025 RTP round - Large Multimodal Model Powered Safe Policy Learning for Field Autonomous Robots.

of current robotics research largely revolves around integrating machine learning techniques. One promising solution is end-to-end deep reinforcement learning (DRL), which learns a policy directly mapping

2025 RTP round - Transforming Smart Bridge Monitoring by Computer Vision and Edge Computing.

knowledge and/or experience are highly preferred: 1. Computer Vision, Vibration Signal Processing, Machine Learning/Deep Learning knowledge and/or; Experience Industry knowledge and/or; A track record of

PhD Neural Principles of Multi-Sensor Vision Systems in Rail Safety Applications

The project will develop new deep learning methods to improve machine vision comprising several sensors in collaboration with industry partners 4AI Systems and 4Tel Pty Ltd. In this project we will

PhD Scholarship - CT and MRI Multimodal Segmentation of the Cochlea and Adjacent Anatomical Structures

. The candidate will collaborate with a multidisciplinary team of researchers and contribute to the advancement of knowledge in this area. Qualifications Master's degree in machine learning Knowledge of deep

PhD Scholarship in Multimodal Biomedical Imaging

the tuition fee scholarship and Single Overseas Health Cover (OSHC) for the successful international awardee. The Opportunity A full PhD Scholarship is currently available for research into deep learning

2023 HDR Scholarship - Centre for Optimisation and Decision Science HDR Scholarship

. The specific research areas we will explore are + Adaptive scientific deep learning methods for mathematical physics problems governed by partial differential equations (domain decomposition, adaptive quadrature