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Osama Makansi
Osama Makansi
Amazon Tübingen
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Uncertainty estimates and multi-hypotheses networks for optical flow
E Ilg, O Cicek, S Galesso, A Klein, O Makansi, F Hutter, T Brox
Proceedings of the European Conference on Computer Vision (ECCV), 652-667, 2018
2222018
Overcoming limitations of mixture density networks: A sampling and fitting framework for multimodal future prediction
O Makansi, E Ilg, O Cicek, T Brox
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1782019
End-to-end learning of video super-resolution with motion compensation
O Makansi, E Ilg, T Brox
Pattern Recognition: 39th German Conference, GCPR 2017, Basel, Switzerland …, 2017
542017
Multimodal future localization and emergence prediction for objects in egocentric view with a reachability prior
O Makansi, O Cicek, K Buchicchio, T Brox
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
312020
Fighting class imbalance with contrastive learning
Y Marrakchi, O Makansi, T Brox
International Conference on Medical Image Computing and Computer-Assisted …, 2021
282021
On exposing the challenging long tail in future prediction of traffic actors
O Makansi, Ö Cicek, Y Marrakchi, T Brox
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
272021
You mostly walk alone: Analyzing feature attribution in trajectory prediction
O Makansi, J Von Kügelgen, F Locatello, P Gehler, D Janzing, T Brox, ...
arXiv preprint arXiv:2110.05304, 2021
192021
A data augmentation perspective on diffusion models and retrieval
MF Burg, F Wenzel, D Zietlow, M Horn, O Makansi, F Locatello, C Russell
arXiv preprint arXiv:2304.10253, 2023
72023
Fusionnet and augmentedflownet: Selective proxy ground truth for training on unlabeled images
O Makansi, E Ilg, T Brox
arXiv preprint arXiv:1808.06389, 2018
52018
Modelling long-term thermal comfort conditions in urban environments using a deep convolutional encoder-decoder as a computational shortcut
F Briegel, O Makansi, T Brox, A Matzarakis, A Christen
Urban Climate 47, 101359, 2023
22023
Mixture distribution estimation for future prediction
T Brox, O Makansi, Ö Cicek, ILG Eddy
US Patent App. 17/616,179, 2022
22022
Computer-implemented method for multimodal egocentric future prediction
O Makansi, C Özgün, T Brox, K Buchicchio, A Frédéric, R Bendahan
US Patent App. 17/928,165, 2023
2023
Modelling mean radiant temperature in complex urban areas using a convolutional network approach
F Briegel, O Makansi, T Brox, A Matzarakis, A Christen
EGU General Assembly Conference Abstracts, EGU22-11416, 2022
2022
Future prediction with deep learning
O Makansi
Dissertation, Universität Freiburg, 2022, 2022
2022
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