Osama Makansi

According to our database, Osama Makansi authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Image retrieval outperforms diffusion models on data augmentation.

Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell

Trans. Mach. Learn. Res., 2023

A data augmentation perspective on diffusion models and retrieval.

Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell

CoRR, 2023

2022

Future prediction with deep learning.

Osama Makansi

PhD thesis, 2022

You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.

Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter Vincent Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Fighting Class Imbalance with Contrastive Learning.

Yassine Marrakchi, Osama Makansi, Thomas Brox

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors.

Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior.

Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction.

Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

FusionNet and AugmentedFlowNet: Selective Proxy Ground Truth for Training on Unlabeled Images.

Osama Makansi, Eddy Ilg, Thomas Brox

CoRR, 2018

Uncertainty Estimates for Optical Flow with Multi-Hypotheses Networks.

Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox

CoRR, 2018

Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow.

Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

End-to-End Learning of Video Super-Resolution with Motion Compensation.

Osama Makansi, Eddy Ilg, Thomas Brox

Proceedings of the Pattern Recognition - 39th German Conference, 2017