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ORCIDOsama Makansi
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2020 – today
- 2023
[j1]Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell:
Image retrieval outperforms diffusion models on data augmentation. Trans. Mach. Learn. Res. 2023 (2023)- [i8]Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
:
A data augmentation perspective on diffusion models and retrieval. CoRR abs/2304.10253 (2023) - 2022
- [b1]Osama Makansi:
Future prediction with deep learning. University of Freiburg, Freiburg im Breisgau, Germany, 2022 - [c7]Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter Vincent Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf:
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction. ICLR 2022 - 2021
- [c6]Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox:
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. ICCV 2021: 13127-13137 - [c5]Yassine Marrakchi, Osama Makansi, Thomas Brox:
Fighting Class Imbalance with Contrastive Learning. MICCAI (3) 2021: 466-476 - [i7]Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox:
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. CoRR abs/2103.12474 (2021) - [i6]Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter V. Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf:
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction. CoRR abs/2110.05304 (2021) - 2020
- [c4]Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox:
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior. CVPR 2020: 4353-4362 - [i5]Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox:
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior. CoRR abs/2006.04700 (2020)
2010 – 2019
- 2019
- [c3]Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox:
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction. CVPR 2019: 7144-7153 - [i4]Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox:
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction. CoRR abs/1906.03631 (2019) - 2018
- [c2]Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox:
Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow. ECCV (7) 2018: 677-693 - [i3]Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox:
Uncertainty Estimates for Optical Flow with Multi-Hypotheses Networks. CoRR abs/1802.07095 (2018) - [i2]Osama Makansi, Eddy Ilg, Thomas Brox:
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images. CoRR abs/1808.06389 (2018) - 2017
- [c1]Osama Makansi, Eddy Ilg, Thomas Brox:
End-to-End Learning of Video Super-Resolution with Motion Compensation. GCPR 2017: 203-214 - [i1]Osama Makansi, Eddy Ilg, Thomas Brox:
End-to-End Learning of Video Super-Resolution with Motion Compensation. CoRR abs/1707.00471 (2017)
Coauthor Index
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