Yassine Marrakchi

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Thomas BroxUniversity of Freiburg and AmazonVerified email at cs.uni-freiburg.de
Özgün ÇİÇEKDepartment of Computer Science, University of Freiburg, Freiburg, GermanyVerified email at cs.uni-freiburg.de
Arber ZelaPhD student, University of FreiburgVerified email at cs.uni-freiburg.de
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Tonmoy SaikiaAlgoluxVerified email at algolux.com
Anton BoehmVerified email at informatik.uni-freiburg.de
Olaf Ronnebergerapl. Prof. for Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Thorsten Falk (Schmidt)Image Analysis Lab, University of FreiburgVerified email at informatik.uni-freiburg.de
Thomas ElskenBosch Center for Artificial IntelligenceVerified email at de.bosch.com
Osama MakansiAmazon TübingenVerified email at cs.uni-freiburg.de
Henning MeyerhenkeProfessor of Computer Science, HU BerlinVerified email at hu-berlin.de
Barbara Di VenturaProfessor of Biological Signaling Research, University of FreiburgVerified email at bio.uni-freiburg.de

Yassine Marrakchi

University of Freiburg

Verified email at cs.uni-freiburg.de - Homepage

machine learning computer vision medical imaging


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U-Net: deep learning for cell counting, detection, and morphometry T Falk, D Mai, R Bensch, Ö Çiçek, A Abdulkadir, Y Marrakchi, A Böhm, ... Nature methods 16 (1), 67-70, 2019	1177	2019
Understanding and robustifying differentiable architecture search A Zela, T Elsken, T Saikia, Y Marrakchi, T Brox, F Hutter arXiv preprint arXiv:1909.09656, 2019	279	2019
Autodispnet: Improving disparity estimation with automl T Saikia, Y Marrakchi, A Zela, F Hutter, T Brox Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	62	2019
Detecting communities around seed nodes in complex networks CL Staudt, Y Marrakchi, H Meyerhenke 2014 IEEE International Conference on Big Data (Big Data), 62-69, 2014	19	2014
Fighting class imbalance with contrastive learning Y Marrakchi, O Makansi, T Brox Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021	17	2021
Bö hm T Falk, D Mai, R Bensch, O Ciçek, A Abdulkadir, Y Marrakchi A., Deubner, J., Jäckel, Z., Seiwald, K., et al, 67-70, 2019	17	2019
On exposing the challenging long tail in future prediction of traffic actors O Makansi, Ö Cicek, Y Marrakchi, T Brox Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	11	2021
Recovering the imperfect: Cell segmentation in the presence of dynamically localized proteins Ö Çiçek, Y Marrakchi, E Boasiako Antwi, B Di Ventura, T Brox Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020	5	2020
Method, device and computer program for creating a neural network A Zela, F Hutter, T Brox, T Saikia, Y Marrakchi US Patent App. 17/421,886, 2022		2022
Requirements for mammalian promoters to decode transcription factor dynamics EB Antwi, Y Marrakchi, Ö Çiçek, T Brox, B Di Ventura bioRxiv, 2021.10. 12.464037, 2021		2021
Supplementary Material for: On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors O Makansi, O Ciçek, Y Marrakchi, T Brox

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