Geoffrey French

Semi-supervised semantic segmentation needs strong, varied perturbations

Geoffrey French, Samuli Laine, Timo Aila et al. · 2020 · 81 citations

Engineering, Machine Learning, Consistency Regularization +17

Convolutional Neural Networks for Counting Fish in Fisheries Surveillance Video

Geoffrey French, Mark Fisher, Michał Mackiewicz et al. · 2015 · 77 citations · Full text

Self-ensembling for visual domain adaptation

Geoffrey French, Michał Mackiewicz, Mark Fisher · UEA Digital Repository (University of East Anglia) · 2017 · 63 citations · Full text

Domain Adaptation Scenarios, Visual Domain Adaptation, Machine Vision +14

Using Deep Learning to Count Albatrosses from Space: Assessing Results in Light of Ground Truth Uncertainty

Ellen Bowler, Peter T. Fretwell, Geoffrey French et al. · Remote Sensing · 2020 · 41 citations · Full text

Image Classification, Ground Truth Uncertainty, Image Analysis +13

Self-ensembling for domain adaptation.

Geoffrey French, Michał Mackiewicz, Mark Fisher · 2017 · 33 citations

Artificial Intelligence, Domain Adaptation Scenarios, Machine Vision +14