The team in Edinburgh in collaboration with colleagues at Trinity College Dublin and University of Glasgow - "Optimal Convolutional Neural Network Size for Best Performance on Mobile and Embedded GPUs"
"Neat conclusion about cautioning on the possibility of pruning negatively impacting less-powerful architectures. The paper presents an enormous amount of measurement data." (Anonymous Reviewer)
Joint work with Maximilian Henne (University of Edinburgh) - "Vision2Sensor: Knowledge Transfer Across Sensing Modalities for Human Activity Recognition"
"The idea is quite interesting as it tackles one of the main challenges of the Ubicomp community when it comes to HAR: the annotation of data." (Anonymous Reviewer)
With Xijia Wei (University of Edinburgh) - "Calibrating Recurrent Neural Networks on Smartphone Inertial Sensors for Location Tracking"; Adrian Cosma (Politehnica University of Bucharest), Ion Emilian Radoi (Politehnica University of Bucharest) - "CamLoc: Pedestrian Location Estimation through Body Pose Estimation on Smart Cameras"; well done guys!
Invited speakers from top research industry labs.
Our ambition is to have many of these as intelligent devices.
I have the pleasure of working with some amazing people in the Ubiquitous Intelligent Systems group
Research topic: Efficient Video Inference at the Edge
Research topic: Multimodal Activity and Exercise Recognition
Research topic: Multi-task Neural Architecture Search
MSc thesis (2018): "WiFi-based Indoor Localization using Deep Neural Networks on Smartphones"
MSc thesis (2018): "Smartphone-based Location Tracking using Recurrent Neural Networks"
MSc thesis (2018): "Automatic Ground-truth Collection in Mobile Systems Through Multimodal Sensing"
A full list on Google Scholar