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Remember to correct the bias when using deep learning for regression!


Mar 30, 2022
Christian Igel , Stefan Oehmcke

* 8 pages, 3 figures, 2 tables 

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Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass


Dec 22, 2021
Stefan Oehmcke , Lei Li , Jaime Revenga , Thomas Nord-Larsen , Katerina Trepekli , Fabian Gieseke , Christian Igel


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Attentional Feature Fusion


Sep 29, 2020
Yimian Dai , Fabian Gieseke , Stefan Oehmcke , Yiquan Wu , Kobus Barnard


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Attention as Activation


Aug 02, 2020
Yimian Dai , Stefan Oehmcke , Fabian Gieseke , Yiquan Wu , Kobus Barnard


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Magnitude and Uncertainty Pruning Criterion for Neural Networks


Dec 10, 2019
Vinnie Ko , Stefan Oehmcke , Fabian Gieseke

* 10 pages 

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Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data


Dec 04, 2019
Stefan Oehmcke , Christoffer Thrysøe , Andreas Borgstad , Marcos Antonio Vaz Salles , Martin Brandt , Fabian Gieseke

* 10 pages 

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Learning Selection Masks for Deep Neural Networks


Jun 11, 2019
Stefan Oehmcke , Fabian Gieseke

* Submitted to NeurIPS 2019 

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