• A Video Database for Analyzing Affective Physiological Responses 

      Granero Moya, Marcel (Universitat Politècnica de Catalunya, 2019-06)
      Treball Final de Grau
      Accés obert
      Affective computing, leveraged by machine learning techniques, is advancing rapidly in the task of affect recognition in videos. However, there is a need for more annotated data. Several studies have built huge video ...
    • Disentangling neural network structure from the weights space 

      Caselles Rico, Pol (Universitat Politècnica de Catalunya, 2021-01-20)
      Projecte Final de Màster Oficial
      Accés obert
      Deep Neural Networks have been used to tackle a wide variety of tasks achieving great performance. However, there is still a lack of knowledge of how the training of these models converge and how weights relate to their ...