Osama Makansi

17 papers A* 4Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
A data augmentation perspective on diffusion models and retrieval.
CoRR
Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
2023 J jnl
Image retrieval outperforms diffusion models on data augmentation.
Trans. Mach. Learn. Res.
Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
2022 — —
Future prediction with deep learning.
Osama Makansi
2022 A* conf
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.
ICLR
Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter Vincent Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf
2021 — conf
Fighting Class Imbalance with Contrastive Learning.
MICCAI (3)
Yassine Marrakchi, Osama Makansi, Thomas Brox
2021 A* conf
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors.
ICCV
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
2021 J jnl
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors.
CoRR
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
2021 J jnl
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.
CoRR
Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter V. Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf
2020 A* conf
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior.
CVPR
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
2020 J jnl
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior.
CoRR
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
2019 A* conf
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction.
CVPR
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
2019 J jnl
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction.
CoRR
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
2018 J jnl
FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images.
CoRR
Osama Makansi, Eddy Ilg, Thomas Brox
2018 — conf
Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow.
ECCV (7)
Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox
2018 J jnl
Uncertainty Estimates for Optical Flow with Multi-Hypotheses Networks.
CoRR
Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox
2017 — conf
End-to-End Learning of Video Super-Resolution with Motion Compensation.
GCPR
Osama Makansi, Eddy Ilg, Thomas Brox
2017 J jnl
End-to-End Learning of Video Super-Resolution with Motion Compensation.
CoRR
Osama Makansi, Eddy Ilg, Thomas Brox