Soufiane Belharbi bio photo

Soufiane Belharbi

Interested in Machine Learning, Deep Learning. I like running uphills (since childhood), and also running for long distance. Currently injured (left knee). Recovered 94%.

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My Publications

Submitted papers

  1. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Neural Networks Regularization Through Class-wise Invariant Representation Learning”, September 2017. Under review. [BibTeX] [ArXiv] [Code]
    	@unpublished{sbelharbiarxivsep2017,
    	  author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
    	  title = {Neural Networks Regularization Through Class-wise Invariant Representation Learning},
    	  year = {2017},
    	  note = {Under review}
    	}
    	
  2. S. Belharbi, R. Hérault, C. Chatelain and S. Adam, “Deep Neural Networks Regularization for Structured Output Prediction”, April 2017. Under review. [BibTeX] [ArXiv] [Code]
    @unpublished{sbelharbiarxivapr2017,
    author = {Belharbi, Soufiane and Hérault, Romain and Chatelain, Clément and  Adam, Sébastien},
    title = {Deep Neural Networks Regularization for Structured Output Prediction},
    year = {2017},
    note = {Under review}
    }
    

Journals

  • S. Belharbi, C. Clément, H. Romain, A. Sébastien, T. Sébastien, C. Mathieu and M. Romain, “Spotting L3 slice in CT scans using deep convolutional network and transfer learning”, Computers in Biology and Medicine, vol. 87, pp. 95-103, 2017. [BibTeX] [URL]
    	@article{sbelharbiCBM2017,
    	  author = {Belharbi, Soufiane  and Clément, Chatelain and Romain, Hérault and Sébastien, Adam and Sébastien, Thureau and Mathieu, Chastan and Romain, Modzelewski},
    	  title = {Spotting L3 slice in CT scans using deep convolutional network and transfer learning},
    	  journal = {Computers in Biology and Medicine},
    	  year = {2017},
    	  volume = {87},
    	  pages = {95-103}
    	}
    	

International conferences

  • S. Belharbi, R. Hérault, C. Chatelain and S. Adam, “Deep multi-task learning with evolving weights”, in European Symposium on Artificial Neural Networks (ESANN), 2016. [BibTeX] [PDF] [Presentation]
    	@inproceedings{belharbiESANN2016,
    	  author = {Belharbi, Soufiane and Hérault, Romain and Chatelain, Clément and Adam, Sébastien},
    	  title = {Deep multi-task learning with evolving weights},
    	  booktitle = {European Symposium on Artificial Neural Networks (ESANN)},
    	  year = {2016}
    	}
    	

French conferences

  1. S. Belharbi, R. Hérault, C. Chatelain and S. Adam, “Pondération dynamique dans un cadre multi-tâche pour réseaux de neurones profonds”, Reconnaissance des Formes et l'Intelligence Artificielle (RFIA) (Session spéciale "Apprentissage et vision"), 2016. [BibTeX] [PDF] [Presentation]
    	@article{sbelharbiRFIA2016,
    	  author = {Belharbi, Soufiane and Hérault, Romain and Chatelain, Clément and Adam, Sébastien},
    	  title = {Pondération dynamique dans un cadre multi-tâche pour réseaux de neurones profonds},
    	  journal = {Reconnaissance des Formes et l'Intelligence Artificielle (RFIA) (Session spéciale "Apprentissage et vision")},
    	  year = {2016}
    	}
    	
  2. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “A Unified Neural Based Model For Structured Output Problems”, Conférence Francophone sur l'Apprentissage Automatique (CAP), 2015. [BibTeX] [PDF] [Poster]
    	@article{belharbiCAP2015,
    	  author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
    	  title = {A Unified Neural Based Model For Structured Output Problems},
    	  booktitle = {Conférence Francophone sur l'Apprentissage Automatique (CAP)},
    	  journal = {Conférence Francophone sur l'Apprentissage Automatique (CAP)},
    	  year = {2015}
    	}
    	

Workshops and posters

  • S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Learning Structured Output Dependencies Using Deep Neural Networks”, Deep Learning Workshop in the 32nd International Conference on Machine Learning (ICML), 2015. [BibTeX] [PDF]
    	@article{belharbiICMLWSDL2015,
    	  author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
    	  title = {Learning Structured Output Dependencies Using Deep Neural Networks},
    	  journal = {Deep Learning Workshop in the 32nd International Conference on Machine Learning (ICML)},
    	  year = {2015}
    	}
    	

International communications

  • S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Deep Neural Networks and Structured Output Problems”, December 2016. Image and Signal Processing Seminars, Université Catholique de Louvain. [BibTeX] [URL] [Presentation]
    	@misc{belharbiLLaneuve2016,
    	  author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
    	  title = {Deep Neural Networks and Structured Output Problems},
    	  year = {2016},
    	  url = {http://sites.uclouvain.be/ispgroup/index.php/ISPS.ABS081216},
    	  howpublished = {Image and Signal Processing Seminars, Université Catholique de Louvain}
    	}
    	

French communications

  1. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Neural Networks Regularization Through Representation Learning”, Sept, 25th 2017. Japanese-French workshop on Optimization for machine learning, Riken and LITIS labs. [BibTeX] [URL] [Presentation]
    @misc{sbelharbiLitisSept2017,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Neural Networks Regularization Through Representation Learning},
      year = {2017},
      url = {https://www.linkedin.com/pulse/japanese-french-workshop-optimization-machine-riken-litis-belharbi},
      howpublished = {Japanese-French workshop on Optimization for machine learning, Riken and LITIS labs}
    }
    
  2. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Détection de la coupe L3 par CNN et transfert learning”, 12-15 June 2017. UCA Deep Learning School, Nice. [BibTeX] [URL] [Presentation]
    @misc{belharbiUCANiceDLTL2017,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Détection de la coupe L3 par CNN et transfert learning},
      year = {2017},
      url = {http://univ-cotedazur.fr/events/deep-learning-school},
      howpublished = {UCA Deep Learning School, Nice}
    }
    
  3. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Representation Learning”, 12-15 June 2017. UCA Deep Learning School, Nice. [BibTeX] [URL] [Presentation]
    @misc{belharbiUCANiceDLRL2017,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Representation Learning},
      year = {2017},
      url = {http://univ-cotedazur.fr/events/deep-learning-school},
      howpublished = {UCA Deep Learning School, Nice}
    }
    
  4. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Détection de la Coupe L3 par CNN et Transfert Learning”, October 2016. GDR Information, Signal, Image et ViSion. Télécom ParisTech. [BibTeX] [URL] [Presentation]
    @misc{sbelharbiGDRISIOct2016,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Détection de la Coupe L3 par CNN et Transfert Learning},
      year = {2016},
      url = {http://gdr-isis.fr/index.php?page=reunion&idreunion=320},
      howpublished = {GDR Information, Signal, Image et ViSion. Télécom ParisTech}
    }
    
  5. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Deep Multi-task Learning with Evolving Weights”, June 2016. Normastic, Journée « Deep Learning » de l’axe Données, Apprentissage, Connaissances. UFR des Science, Universté de Caen. [BibTeX] [URL] [Presentation]
    @misc{sbelharbiNormasticJune2016,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Deep Multi-task Learning with Evolving Weights},
      year = {2016},
      url = {http://www.normastic.fr/event/journee-de-laxe-donnees-apprentissage-connaissances/},
      howpublished = {Normastic, Journée « Deep Learning » de l’axe Données, Apprentissage, Connaissances. UFR des Science, Universté de Caen}
    }
    
  6. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Deep Multi-task Learning with Evolving Weights”, June 2016. Journée Des Doctorants (JDD). Université du Havre. [BibTeX] [Presentation]
    @misc{sbelharbiJDD2016,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Deep Multi-task Learning with Evolving Weights},
      year = {2016},
      howpublished = {Journée Des Doctorants (JDD). Université du Havre}
    }
    
  7. S. Belharbi, C. Chatelain, R. Hérault and S. Adam, “Deep Neural Architectures for Structured Output Problems”, May 2015. Normastic, l’axe Données, Apprentissage, Connaissances. UFR des Science, Universté de Caen. [BibTeX] [Presentation]
    @misc{sbelharbiNormasticMay2015,
      author = {Belharbi, Soufiane and Chatelain, Clément and Hérault, Romain and Adam, Sébastien},
      title = {Deep Neural Architectures for Structured Output Problems},
      year = {2015},
      howpublished = {Normastic, l’axe Données, Apprentissage, Connaissances. UFR des Science, Universté de Caen}
    }