Publications

SEARCH

ALL PUBLICATIONS

Onat Vuran, Bogazici, Oguzhan Akcin, Mahdyar Ravanbakhsh, Bülent Sankur, Begüm Demir

Deep Learning Driven Content-Based Image Time-Series Retrieval in Remote Sensing Archives

July 17, 2022

https://doi.org/10.1109/IGARSS46834.2022.9884495

Rochelle Schneider, Massimo Bonavita, Alan Geer, Rossella Arcucci, Peter Dueben, Claudia Vitolo, Bertrand Le Saux, Begüm Demir, Pierre-Philippe Mathieu

ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction

June 21, 2022

https://doi.org/10.1038/s41612-022-00269-z

Gencer Sumbul, Begüm Demir

Plasticity-Stability Preserving Multi-Task Learning for Remote Sensing Image Retrieval

March 16, 2022

https://doi.org/10.1109/TGRS.2022.3160097

Gencer Sumbul, Mahdyar Ravanbakhsh, Begüm Demir

Informative and Representative Triplet Selection for Multilabel Remote Sensing Image Retrieval

November 29, 2021

https://doi.org/10.1109/TGRS.2021.3124326