124 citations · 190 across the 20 of their papers we have counts for
3 papers · 1 filter
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks
Steff Farley, Jo E. A. Hodgkinson, Oliver M. Gordon +4
A wide range of techniques can be considered for segmentation of images of nanostructured surfaces. Manually segmenting these images is time-consuming and results in a user-depende…
Fast and automated biomarker detection in breath samples with machine learning
Angelika Skarysz, Dahlia Salman, Michael Eddleston +7
Volatile organic compounds (VOCs) in human breath can reveal a large spectrum of health conditions and can be used for fast, accurate and non-invasive diagnostics. Gas chromatograp…
Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems
Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick +3
Rapid online adaptation to changing tasks is an important problem in machine learning and, recently, a focus of meta-reinforcement learning. However, reinforcement learning (RL) al…