Osama Makansi

Researcher, Amazon

Joined

July 2023

Names

Osama Makansi (Preferred)

Emails

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

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Image retrieval outperforms diffusion models on data augmentation
Max F Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
- Accepted by TMLR
- Readers: Everyone
A data augmentation perspective on diffusion models and retrieval
Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- 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
- 2022 (modified: 26 Oct 2022)
- ICLR 2022
- Readers: Everyone
Future prediction with deep learning
Osama Makansi
- Published: 01 Jan 2022, Last Modified: 28 Jul 2023
- undefined 2022
- Readers: Everyone
You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction
Osama Makansi, Julius von Kügelgen, Francesco Locatello, Peter V. Gehler, Dominik Janzing, Thomas Brox, Bernhard Schölkopf
- 2021 (modified: 26 Oct 2022)
- CoRR 2021
- Readers: Everyone
Fighting Class Imbalance with Contrastive Learning
Yassine Marrakchi, Osama Makansi, Thomas Brox
- Published: 01 Jan 2021, Last Modified: 28 Jul 2023
- MICCAI (3) 2021
- Readers: Everyone
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
- Published: 01 Jan 2021, Last Modified: 28 Jul 2023
- CoRR 2021
- Readers: Everyone
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
- Published: 01 Jan 2021, Last Modified: 28 Jul 2023
- ICCV 2021
- Readers: Everyone
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View With a Reachability Prior
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
- Published: 01 Jan 2020, Last Modified: 28 Jul 2023
- CVPR 2020
- Readers: Everyone
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior
Osama Makansi, Özgün Çiçek, Kevin Buchicchio, Thomas Brox
- Published: 01 Jan 2020, Last Modified: 28 Jul 2023
- CoRR 2020
- Readers: Everyone

View all 16 publications

Co-Authors