3 algorithm-"DIFFER" PhD positions at Curtin University in Australia

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

Curtin University | Perth, Western Australia | Australia | about 1 month ago

novel opportunity to automate and improve the frailty assessment process, aiming for greater consistency and predictive accuracy. Aims i) Develop a deep learning algorithm to autonomously detect and

2025 RTP round - Accurate and light deep learning models for underwater acoustic communications.

Curtin University | Perth, Western Australia | Australia | 13 days ago

communication systems which have different performances under different channel conditions. - Providing high-speed underwater communication, for industrial applications in real time underwater communications

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

Curtin University | Perth, Western Australia | Australia | 2 months ago

of learnt features across the layers of various neural network architectures. -- Investigate the role of different types of layers (e.g., residual blocks, transformers) in shaping the learnt features and