Makansi, Osama

6 publications

TMLR 2023 Image Retrieval Outperforms Diffusion Models on Data Augmentation Max F Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell

ICLR 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

ICCV 2021 On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox

CVPR 2020 Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior Osama Makansi, Ozgun Cicek, Kevin Buchicchio, Thomas Brox

CVPR 2019 Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction Osama Makansi, Eddy Ilg, Ozgun Cicek, Thomas Brox

ECCV 2018 Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow Eddy Ilg, Ozgun Cicek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox