Yassine Marrakchi

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Thomas BroxUniversity of FreiburgVerified email at cs.uni-freiburg.de
Özgün ÇİÇEKRobert Bosch GmbH, Corporate ResearchVerified email at de.bosch.com
Arber ZelaPhD student, University of FreiburgVerified email at cs.uni-freiburg.de
Frank HutterELLIS Institute & Professor, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Tonmoy SaikiaTorc RoboticsVerified email at torc.ai
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 ElskenRecogniVerified email at recogni.com
Osama MakansiAmazon Development Center, TübingenVerified email at amazon.com
Barbara Di VenturaProfessor of Biological Signaling Research, BIOSS and CIBSS Signaling Research Centers, Uni FreiburgVerified email at bio.uni-freiburg.de
Henning MeyerhenkeProfessor of Computer Science, HU BerlinVerified email at hu-berlin.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	1784	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	416	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	89	2019
Fighting class imbalance with contrastive learning Y Marrakchi, O Makansi, T Brox International conference on medical image computing and computer-assisted …, 2021	46	2021
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	43	2021
Bö hm T Falk, D Mai, R Bensch, O Ciçek, A Abdulkadir, Y Marrakchi A., Deubner, J., Jä ckel, Z., Seiwald, K., et al, 67-70, 2019	25	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
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
Requirements for mammalian promoters to decode transcription factor dynamics EB Antwi, Y Marrakchi, Ö Çiçek, T Brox, B Di Ventura Nucleic Acids Research 51 (9), 4674-4690, 2023	3	2023
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
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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