• Semantic Label Sharing for Semi-Supervised learning with large datasets 

      Jiménez Bernal, Héctor (Universitat Politècnica de Catalunya / Massachusetts Institute of Technology, 2011-12)
      Projecte/Treball Final de Carrera
      Accés obert
      Realitzat a/amb:   Massachusetts Institute of Technology
      [ANGLÈS] In an object recognition scenario with tens of thousands of categories, even a small number of labels per category leads to a very large number of total labels required. The proposed methodology consists on label ...
    • Semi-supervised learning for semantic segmentation 

      López Serrano, Jordi (Universitat Politècnica de Catalunya, 2021-01)
      Treball Final de Grau
      Accés obert
      In the 21st century, technological challenges are becoming more and more ambitious and diverse. In this thesis, we will use one relatively new technique whose whole potential is yet to be discovered, Machine Learning (ML), ...