Christina Winkler, Daniel E. Worrall, Emiel Hoogeboom and Max Welling
Learning Likelihoods with Conditional Normalizing Flows
2019

Kraft, Basil;Jung, Martin;Körner, Marco;Requena Mesa, Christian;Cortés, José;Reichstein, Markus
Identifying Dynamic Memory Effects on Vegetation State Using Recurrent Neural Networks
Frontiers in Big Data
2019
2

Bittner, Ksenia;Körner, Marco;Fraundorfer, Friedrich;Reinartz, Peter
Multi-Task cGAN for Simultaneous Spaceborne DSM Refinement and Roof-Type Classification
Remote Sensing
2019
11
11
1262

Liebel, Lukas;Körner, Marco
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification
1440-1447
IEEE Intelligent Transportation Systems Conference (ITSC)
IEEE
2019

Hödel, Max; Koch, Tobias; Hoegner, Ludwig; Stilla, Uwe
Monocular-Depth Assisted Semi-Global-Matching
International Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS)
2019
IV-2/W7
55-62

König, Peter;Aigner, Sandra;Körner, Marco
Enhancing Traffic Scene Predictions with Generative Adversarial Networks
1768-1775
IEEE Intelligent Transportation Systems Conference (ITSC)
2019

Koch, Tobias;Körner, Marco;Fraundorfer, Friedrich
Automatic and Semantically-Aware 3D UAV Flight Planning for Image-Based 3D Reconstruction
Remote Sensing
2019
11
13

Rußwurm, Marc;Lefèvre, Sébastien;Courty, Nicolas;Emonet, Rémi;Körner, Marco;Tavenard, Romain
End-to-end Learning for Early Classification of Time Series
arXiv preprint arXiv:1901.10681
2019