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Marrakchi's with Publications

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6 publications
 
2021

Conference
Fighting Class Imbalance with Contrastive Learning   Paperpaper-miccai.pdf
Yassine Marrakchi, Osama Makansi, Thomas Brox
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors   Paperpaper-future-prediction-iccv.pdf
Osama Makansi, Özgün Çiçek, Yassine Marrakchi, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2021
 
2020

Conference
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins   Paperpaper-Recovering_the_Imperfect.pdf doi>
Özgün Çiçek, Yassine Marrakchi, E. Antwi, B. DiVentura, Thomas Brox
MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data, Springer, Vol.12446, 2020
Understanding and robustifying differentiable architecture search   Paperpaper-robust_darts.pdf
A. Zela, T. Elsken, Tonmoy Saikia, Yassine Marrakchi, Thomas Brox, F. Hutter
International Conference on Learning Representations (ICLR), 2020
 
2019
Journal
U-Net – Deep Learning for Cell Counting, Detection, and Morphometry   Paperpaper-U-Net.pdf doi> Project
Thorsten Falk, Dominic Mai, Robert Bensch, Özgün Çiçek, Ahmed Abdulkadir, Yassine Marrakchi, Anton Böhm, J. Deubner, Z. Jäckel, K. Seiwald, A. Dovzhenko, O. Tietz, C. Dal Bosco, S. Walsh, D. Saltukoglu, T. Tay, M. Prinz, K. Palme, M. Simons, I. Diester, Thomas Brox, Olaf Ronneberger
Nature Methods, 16: 67-70, 2019

Conference
AutoDispNet: Improving Disparity Estimation With AutoML   Paperpaper-iccv2019-autodispnet.pdf
Tonmoy Saikia, Yassine Marrakchi, A. Zela, F. Hutter, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2019

6 publications