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Learnable Online Graph Representations for 3D Multi-Object Tracking


Apr 23, 2021
Jan-Nico Zaech, Dengxin Dai, Alexander Liniger, Martin Danelljan, Luc Van Gool

* 13 pages 

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Unsupervised Robust Domain Adaptation without Source Data


Mar 26, 2021
Peshal Agarwal, Danda Pani Paudel, Jan-Nico Zaech, Luc Van Gool


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Action Sequence Predictions of Vehicles in Urban Environments using Map and Social Context


Apr 29, 2020
Jan-Nico Zaech, Dengxin Dai, Alexander Liniger, Luc Van Gool


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Semantic Understanding of Foggy Scenes with Purely Synthetic Data


Oct 09, 2019
Martin Hahner, Dengxin Dai, Christos Sakaridis, Jan-Nico Zaech, Luc Van Gool

* ITSC 2019 

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Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories


Sep 19, 2019
Jan-Nico Zaech, Cong Gao, Bastian Bier, Russell Taylor, Andreas Maier, Nassir Navab, Mathias Unberath

* Accepted for oral presentation at the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 

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Texture Underfitting for Domain Adaptation


Aug 29, 2019
Jan-Nico Zaech, Dengxin Dai, Martin Hahner, Luc Van Gool

* Accepted manuscript, IEEE Intelligent Transportation Systems Conference, 6 pages 

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X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery


Mar 22, 2018
Bastian Bier, Mathias Unberath, Jan-Nico Zaech, Javad Fotouhi, Mehran Armand, Greg Osgood, Nassir Navab, Andreas Maier

* BB and MU have contributed equally and are listed alphabetically 

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DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures


Mar 22, 2018
Mathias Unberath, Jan-Nico Zaech, Sing Chun Lee, Bastian Bier, Javad Fotouhi, Mehran Armand, Nassir Navab

* MU and JNZ have contributed equally 

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