Transfer Learning Online Links OverFeat – a Convolutional Network-based image classifier and feature extractor [ MORE ] Transfer Learning Presentations Riedel, M.: Deep Learning Applications in Science using Transfer Learning, GridKa School Seminar, August 28 – September 1, 2017, Karlsruhe Institute of Technology, Campus North, Karlsruhe, Germany [ EVENT ] Abstract: Deep learning models like convolutional neural networks (CNNs) deliver highly accurate results in classification tasks but require large enough data sets and good corresponding labels. However, one key problem in science and engineering is that data sets unfortunately have often only limited labeled data. Using CNNs together with such...

Remote Sensing Center for Remote Sensing (CRS) at University of Iceland An inter-disciplinary group of researchers that are active in the field of Remote Sensing and Geographic Information Systems at the School of Engineering and Natural Sciences, University of Iceland [ WEBPAGE ] Selected Publications Haut, J.M., Gallardo, J.A., Paoletti, M.E., Cavallaro, G., Plaza, J., Plaza, A., Riedel, M.: Cloud Deep Networks for Hyperspectral Image Analysis, IEEE Transactions on Geoscience and Remote Sensing, PP(99):1-17, 2019 [ JOURNAL ] [ DOI ] [ GOOGLE SCHOLAR ] [ RESEARCHGATE ] [ MORE ] Cavallaro, G., Riedel, M., Richerzhagen, M., Benediktsson, J., Plaza,...