Student research projects

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130 Projects

Project namesort ascending Area Theme
“Fingerprinting” molecular and materials systems using neural networks High Performance Computing, Machine Learning, Nanomaterials Intelligence, Materials
Zero-shot/Few-Shot classification Computer Vision, Machine Learning Information, Intelligence
Video Summarization Computer Vision, Machine Learning Information, Intelligence
Video Games (Choose your own adventure) Algorithms, Human-Centred Computing, Intelligent Agents, Machine Learning, Software Engineering Computer Systems, Intelligence
Value-Dependent Information Flow Security Logic, Programming Language Systems Computer Systems, Theory
Using Machine Learning to Optimise Managed Workload Execution on Multicore Hardware
Underwater imaging restoration Computer Vision, Machine Learning Information, Intelligence
Ultra-small Pixels for Photodetection: Design and simulation of narrowband, tunable plasmonic absorbers for hot electron photodetectors Optical Devices Energy
Two-way visual sign language synthesis and translation Computer Vision, Machine Learning Information, Intelligence
Tracking of objects in video Computer Vision, Machine Learning Information, Intelligence
Towards Better Images of the Universe Machine Learning Intelligence
Synthetic training data generation for co-segmentation Computer Vision, Machine Learning Information, Intelligence
Staring at the Night Sky Computer Vision Intelligence
Stability study on the passivation quality of polysilicon-based passivating contacts for silicon solar cells Photovoltaics Energy
Short-term solar energy forecasting from sky video sequences Computer Vision Information
Semantic segmentation in forested environments Computer Vision, Machine Learning Information, Intelligence
Self-scaling machine learning for high performance computing High Performance Computing, Machine Learning Computer Systems, Intelligence
Segmentation and classification from whole slide images Computer Vision, Machine Learning Information, Intelligence
Secret sharing: an application to multi-factor encryption Logic, Programming Language Systems Computer Systems, Theory
Scene Generation Computer Vision, Machine Learning Information, Intelligence
Saving Endangered Languages Machine Learning Intelligence
SAT-based Planning Using Split Representations: Quantifying the Separation Planning and Optimisation Intelligence
Robustification of Materials Informatics High Performance Computing, Machine Learning, Manufacturing, Nanomaterials Intelligence, Materials
Robust machine learning algorithms or learning at the presence of noise Computer Vision, Machine Learning Information, Intelligence
Resource constrained computer vision Computer Vision, Machine Learning Information, Intelligence
Resilient Programming Models for One-Sided Communications High Performance Computing, Programming Language Systems Computer Systems
Quantifying the Difficulty of Easy Decision-Theoretic Planning Problems Planning and Optimisation Intelligence
Push the limit for image classification using MIT-IBM ObjectNet dataset Computer Vision, Machine Learning Information, Intelligence
Production of sustainable cement Manufacturing Materials
Production of composite materials for 3D printing Manufacturing Materials
Position control of a flexible beam using negative imaginary systems theory
Planning to Listen: Using Audio Feedback for Complex Manipulation Tasks under Uncertainty Machine Learning, Planning and Optimisation, Robotics Intelligence
Phylogenetic inference in the genomic era Algorithms, High Performance Computing, Software Engineering Theory
PhD Research Projects in Communications Communications Information
PhD project in Energy Analytics: Battery Storage and Grid Integration Program Signal Processing Energy
PhD Opportunity with Industry Collaboration Information
Pathway to a fully decarbonised energy future in Singapore Planning and Optimisation Energy
Pathfinding for video games and warehouses Planning and Optimisation Intelligence
Open Relation Extraction Machine Learning Intelligence
On the Foundations of Inductive Reasoning (FIR) Intelligent Agents, Machine Learning Intelligence
Object/scene affordance Computer Vision, Machine Learning Information, Intelligence
Object detection and counting Computer Vision, Machine Learning Information, Intelligence
Object co-segmentation Computer Vision, Machine Learning Information, Intelligence
Novel dataset applications Computer Vision, Machine Learning Information, Intelligence
Novel algorithms for exascale computational chemistry Algorithms, High Performance Computing, Software Engineering Computer Systems, Theory
Nespresso + fashion Manufacturing Materials
Natural Language Processing for Small Languages Machine Learning Intelligence
Natural Language Processing for Mental Health Machine Learning Intelligence
Musical instruments that play along: ML for music generation, interaction, and performance Human-Centred Computing, Machine Learning Intelligence
Multimodal systems for automated radiology report generation Computer Vision, Machine Learning Information, Intelligence

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