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Picture for Fredrik K. Gustafsson

Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI


Jan 18, 2021
Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg


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Accurate 3D Object Detection using Energy-Based Models


Dec 08, 2020
Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schön

* Code is available at https://github.com/fregu856/ebms_3dod 

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Deep Energy-Based NARX Models


Dec 08, 2020
Johannes N. Hendriks, Fredrik K. Gustafsson, Antônio H. Ribeiro, Adrian G. Wills, Thomas B. Schön


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How to Train Your Energy-Based Model for Regression


May 04, 2020
Fredrik K. Gustafsson, Martin Danelljan, Radu Timofte, Thomas B. Schön

* Code is available at https://github.com/fregu856/ebms_regression 

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DCTD: Deep Conditional Target Densities for Accurate Regression


Sep 26, 2019
Fredrik K. Gustafsson, Martin Danelljan, Goutam Bhat, Thomas B. Schön


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Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision


Jun 04, 2019
Fredrik K. Gustafsson, Martin Danelljan, Thomas B. Schön

* Code is available at https://github.com/fregu856/evaluating_bdl 

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