Osama Makansi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Motion Compensation

Prediction Accuracy

Unlabeled Images

Top Venues

Publications

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 (2023)
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)
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)
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. ICCV (2021)
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors. CoRR (2021)
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 (2021)
Yassine Marrakchi, Osama Makansi, Thomas Brox
Fighting Class Imbalance with Contrastive Learning. MICCAI (3) (2021)
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior. CoRR (2020)
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)
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)
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction. CoRR (2019)
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)
Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox
Uncertainty Estimates for Optical Flow with Multi-Hypotheses Networks. CoRR (2018)
Osama Makansi, Eddy Ilg, Thomas Brox
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images. CoRR (2018)
Osama Makansi, Eddy Ilg, Thomas Brox
End-to-End Learning of Video Super-Resolution with Motion Compensation. GCPR (2017)
Osama Makansi, Eddy Ilg, Thomas Brox
End-to-End Learning of Video Super-Resolution with Motion Compensation. CoRR (2017)