Student research projects

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130 Projects

Project namesort ascending Area Theme
Multi-task semantic segmentation on medical images Computer Vision, Machine Learning Information, Intelligence
Multi-modal data sources and few-shot learning in dermathology Computer Vision, Machine Learning Information, Intelligence
Multi-modal analysis of human behaviour Computer Vision, Machine Learning Information, Intelligence
Measuring the temperature-dependence of mobility in crystalline silicon under illumination Photovoltaics Energy, Materials
Making 3D Scientific Applications Fault Tolerant High Performance Computing Computer Systems
Machine Learning-Based Performance Prediction of Big Data Applications on Future Hardware
Machine Learning Hyper-parameter Optimisation using Semi-random Sequences High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine Learning Hyper-parameter Optimisation using Evolutionary Algorithms High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Machine learning and computer vision for underwater image enhancement Computer Vision, Machine Learning Information, Intelligence
Machine learning and 3D vision with Augmented Reality (AR) Computer Vision, Machine Learning Information, Intelligence
Machine Intelligence and Cybersecurity Solutions to Safeguard the people living with Multiple Sclerosis and Diabetes Computer Vision, High Performance Computing, Machine Learning Intelligence
Logical Reasoning for Linked Data Databases, Logic, Machine Learning Theory
Learning, Representing and Exploiting Sequential Nogoods in Planning Planning and Optimisation Intelligence
Learning to track objects by synthesizing object tracks. Computer Vision, Machine Learning Information, Intelligence
Knowledge Bookmarks Data Mining & Matching, Knowledge Representation & Reasoning Information, Intelligence
Is that avatar really smiling or faking it? Human-Centred Computing Intelligence
Innovative Machine Intelligence and Cybersecurity Solutions to Safeguard the Patient Information Associated with a New Generation of Medical Devices Data Mining & Matching, Human-Centred Computing, Machine Learning, Networked Systems, Sensors, Signal Processing Computer Systems, Intelligence
Infrastructure and Techniques to Accelerate Operational Weather Codes on Next-generation Supercomputers High Performance Computing Computer Systems
Information Technology and the Propagation of Racism in the Australian Community Human-Centred Computing, Machine Learning Computer Systems, Intelligence
In-bed pose estimation analysis. Computer Vision, Machine Learning Information, Intelligence
Implementing an ethical AI framework Planning and Optimisation Intelligence
Image segmentation Computer Vision, Machine Learning Information, Intelligence
HypyDesygn: Combining artificial and human intelligence Databases, Machine Learning, Manufacturing, Software Engineering Computer Systems, Intelligence
Human fall detection in hospital settings. Computer Vision, Machine Learning Information, Intelligence
Human action/pose synthesis and prediction Computer Vision, Machine Learning Information, Intelligence
High-Performance Computing for Parallel Boolean SAT(isfiability) Solving
Hazard detection for assisted and autonomous navigation Computer Vision, Machine Learning Information, Intelligence
Hardware synergistic algorithms Algorithms, High Performance Computing Computer Systems, Theory
Graph Analytics Algorithms, Databases, Machine Learning Theory
Footy Cyber Dreaming Machine Learning Intelligence
Fine-grain image classification Computer Vision, Machine Learning Information, Intelligence
Find specular surfaces in a scene using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence
Find people in a scene and their distances from a camera using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence
Faster Decision-Theoretic Planning using Boolean-Constraint Propagation Planning and Optimisation Intelligence
Facial Expression Recognition from Masked Faces Computer Vision, Machine Learning Intelligence
Extending OpenJDK with Write-Rationing Garbage Collection Programming Language Systems Computer Systems
Extending a State-of-the-art Parallel Communication Algorithm High Performance Computing Computer Systems
Exploring Checkpointing for Java on Persistent Memory Programming Language Systems Computer Systems
Evolutionary music making Human-Centred Computing, Machine Learning Computer Systems, Intelligence
Evaluating the hydrogenation reaction of grain boundaries in multicrystyalline silicon through in-situ photoluminescence mapping Photovoltaics Energy
Equal predictions with less data Computer Vision, Machine Learning Information, Intelligence
Entity Resolution: From Similarity to Patterns Data Mining & Matching, Databases, Machine Learning Theory
Enhancing Classical Simulations with Electronic Corrections and Artificial Neural Networks High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Energy arbitrage model for pumped hydro and battery storage systems Energy Storage Energy
Distinguishing between Real and Posed Smiles from Observers’ Physiological Features Human-Centred Computing Intelligence
Discriminating real from machine-learning generated music Machine Learning Intelligence
Discovering Inconsistent Data in a Dynamic World Algorithms, Data Mining & Matching, Databases Theory
Diagnosis of Hybrid Systems with Model-Checkers Planning and Optimisation Intelligence
Development of efficient and stable perovskite-silicon tandem solar modules Photovoltaics Energy, Fabrication, Materials
Develop a mono-depth network using the Intel Realsense stereo camera Computer Vision, Machine Learning Information, Intelligence

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