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MISU Guest Seminar | Ribana Roscher

Deep Learning for the Natural Sciences

by Ribana Roscher, Institute of Computer Science, Univ. of Osnabrück, Germany

Time: 10 October 2019, 12h30–14h00
Venue: Bjerknessalen C651, Arrhenius laboratory, Svante Arrhenius väg 16C, 6th floor

Abstract
Remote sensing observations play an important role in the natural sciences, since they enable various applications to accurately monitor the Earth and its changes. Beside the challenge to deal with large amounts of data and limited class label information, current and future challenges comprise the definition and integration of prior and domain knowledge, the learning of sophisticated features and the fusion of multiple sensor data. This talk will cover several remote sensing applications with focus on deep learning methods which are addressed in my group.

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