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Osama Makansi

PhD Student

Computer Vision Lab
Department of Computer Science
University of Freiburg
Germany

Office location:
Georges-Köhler-Allee, building 052, 2nd floor, room 023
79110 Freiburg

Phone: +49 761 203 8271
E-Mail:

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Personal Projects Curriculum Vitae Publications Teaching

Publications

2023
Journal
Modelling long-term thermal comfort conditions in urban environments using a deep convolutional encoder-decoder as a computational shortcut   doi>
F. Briegel, Osama Makansi, A. Matzarakis, Thomas Brox, A. Christen
Urban Climate, 47, Jan 2023
 
2022

Conference
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction   Paperpaper-explainable-trajectory-prediction-iclr.pdf
Osama Makansi, J. von Kügelgen, F. Locatello, P. Gehler, D. Janzing, Thomas Brox, B. Schölkopf
International Conference on Learning Representations (ICLR), 2022
 
2021

Conference
Fighting Class Imbalance with Contrastive Learning   Paperpaper-miccai.pdf
Yassine Marrakchi, Osama Makansi, Thomas Brox
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors   Paperpaper-future-prediction-iccv.pdf
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021
 
2020

Conference
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior   Paperpaper-04909.pdf
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR): 4354-4363, 2020
 
2019

Conference
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction   Paperpaper-multimodal-future-prediction.pdf
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
 
2018

Conference
Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow   Paperpaper-Uncertainty-FlowNetH.pdf
Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, F. Hutter, Thomas Brox
European Conference on Computer Vision (ECCV), 2018

Others
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images   Paperpaper-AugmentedFlowNet.pdf
Osama Makansi, Eddy Ilg, Thomas Brox
Technical Report , arXiv:1808.06389, 2018
 
2017

Conference
End-to-End Learning of Video Super-Resolution with Motion Compensation  
Osama Makansi, Eddy Ilg, Thomas Brox
German Conference on Pattern Recognition (GCPR) 2017, 2017