Osama Makansi

PhD student, Universität Freiburg

Joined

October 2018

Names

Osama Makansi (Preferred)

Emails

****@cs.uni-freiburg.de (Confirmed)

Personal Links

Career & Education History

PhD student

Universität Freiburg (uni-freiburg.de)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Future Prediction

Present

Multimodal Distribution Learning

Present

Publications

On exposing the challenging long tail in future prediction of traffic actors
Osama Makansi, Özgün Cicek, Yassine Marrakchi, Thomas Brox
- 30 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Fighting class imbalance with contrastive learning
Yassine Marrakchi, Osama Makansi, Thomas Brox
- 30 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
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
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction.
Osama Makansi, Eddy Ilg, Özgün Çiçek, Thomas Brox
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow
Eddy Ilg, Özgün Çiçek, Silvio Galesso, Aaron Klein, Osama Makansi, Frank Hutter, Thomas Brox
- 2018 (modified: 11 Nov 2022)
- ECCV (7) 2018
- Readers: Everyone

Co-Authors