Fully Unsupervised Bi-Temporal Change Detection Framework for VHR SAR. - Shaunak De; Lloyd Hughes; Davide Castelletti; Ganesh Yalla (IGARSS, 2021)

Exploiting Aerial Imagery for Supervised Learning of SAR Despeckling Neural Networks. - Lloyd Hughes; Shaunak De; Davide Castelletti; Ganesh Yalla (IGARSS, 2021)

Single Collect Flood Mapping from VHR X-Band Data Supervised Solely by Ancillary Data. - Shaunak De; Kat Jensen; Lloyd Hughes; David Ruiz; Davide Castelletti; Milo Vejraska; Ganesh Yalla (IGARSS, 2022)

Flood Monitoring with X-Band and C-Band SAR: A Case Study of the 2021 British Columbia Floods. - Kat Jensen; Shaunak De; Lloyd Hughes; Ganesh Yalla (IGARSS, 2022)

An Unsupervised Method for the Detection of and Tracking of Targets in Spotlight Mode SAR Images. - Shaunak De; Kat Jensen; Victor Cazcarra-Bes; Nestor Yague-Martinez; Davide Castelletti; Lloyd Hughes; Craig Stringham; Jim Klucar; Gordon Farquharson (IGARSS, 2023)

Text as a Richer Source of Supervision in Semantic Segmentation Tasks. - Valérie Zermatten; Javiera Castillo Navarro; Lloyd Hughes; Tobias Kellenberger; Devis Tuia (IGARSS, 2023)

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning. - Robin Zbinden; Nina Van Tiel; Benjamin Kellenberger; Lloyd Hughes; Devis Tuia (Ecol. Informatics, 2024)