Faculty of Computer Science and Technology
About this community
Current research areas include bioinformatics, computer architecture, computer vision, distributed systems, graphics and human-computer interaction, logic and semantics, machine learning, natural language processing, networking and wireless communication, operating systems and virtualization, programming, security, and sustainable computing
The Computer Laboratory undertakes research in a broad range of subjects within the disciplines of Computer Science, Engineering, Technology, and Mathematics. Current research areas include bioinformatics, computer architecture, computer vision, distributed systems, graphics and human-computer interaction, logic and semantics, machine learning, natural language processing, networking and wireless communication, operating systems and virtualization, programming, security, and sustainable computing.
Collections in this community
Recent Submissions
-
Motion quality models for real-time adaptive rendering
The demand for compute power and transmission bandwidth is growing rapidly as the display technologies progress towards higher spatial resolutions and frame rates, more bits per pixel (HDR), and multiple views required for ... -
Efficient Virtual Cache Coherency for Multi-core Systems and Accelerators
There is a paradigm shift from general-purpose cores to specialised hardware, which has vastly different programming models. It will be helpful if the existing programming model can be kept and new hardware can co-exist ... -
A causal perspective on model robustness: case studies in health and sensor data
Robustness of predictive deep models is a challenging problem with many implications. It is of particular importance when models are used in safety-critical applications, such as healthcare. However, there is yet to be ... -
Practical processing and acceleration of graph neural networks
We have witnessed a dramatic surge in interest in Machine Learning (ML) in the past decade. Deep neural networks have achieved, or surpassed, human-level on diverse tasks ranging from image classification to game playing. ...
