no code implementations • 6 Mar 2021 • Artjoms Gorpincenko, Geoffrey French, Peter Knight, Mike Challiss, Michal Mackiewicz
Human enterprise often suffers from direct negative effects caused by jellyfish blooms.
no code implementations • 19 Aug 2020 • Artjoms Gorpincenko, Geoffrey French, Michal Mackiewicz
Virtual Adversarial Training has recently seen a lot of success in semi-supervised learning, as well as unsupervised Domain Adaptation.
no code implementations • 3 Jul 2019 • Ellen Bowler, Peter T. Fretwell, Geoffrey French, Michal Mackiewicz
In this paper we test the use of a deep learning approach to automatically count Wandering Albatrosses in Very High Resolution (VHR) satellite imagery.
3 code implementations • ICLR 2018 • Geoffrey French, Michal Mackiewicz, Mark Fisher
This paper explores the use of self-ensembling for visual domain adaptation problems.
Ranked #1 on Domain Adaptation on Synth Signs-to-GTSRB