Browsing by Author "Tarrés Benet, Laia"Més informació

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    • Clasificación de lesiones en la piel con un ensemble de redes neuronales residuales 

      Tarrés Benet, Laia (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Open Access
      Convolutional Neural Networks have gained popularity in the recent years due to their performance regarding image analysis, both in classification and segmentation. Especially in the medical field, it is increasingly common ...

    • GAN-based image colourisation with feature reconstruction loss 

      Tarrés Benet, Laia (Universitat Politècnica de Catalunya, 2021-05-28)
      Master thesis
      Restricted access - author's decision
      Covenantee:   British Broadcasting Corporation
      Automatic image colourisation is a complex and ambiguous task due to having multiple correct solutions. Previous approaches have resulted in desaturated results unless relying on a significant user interaction. In this ...

    • Sign language translation from instructional videos 

      Tarrés Benet, Laia; Gallego Olsina, Gerard Ion; Cardoso Duarte, Amanda; Torres Viñals, Jordi; Giró Nieto, Xavier (Computer Vision Foundation, 2023)
      Conference report
      Open Access
      The advances in automatic sign language translation (SLT) to spoken languages have been mostly benchmarked with datasets of limited size and restricted domains. Our work advances the state of the art by providing the first ...

    • Tackling low-resourced sign language translation: UPC at WMT-SLT 22 

      Tarrés Benet, Laia; Gallego Olsina, Gerard Ion; Giró Nieto, Xavier; Torres Viñals, Jordi (Association for Computational Linguistics, 2022)
      Conference lecture
      Open Access
      This paper describes the system developed at the Universitat Politècnica de Catalunya for the Workshop on Machine Translation 2022 Sign Language Translation Task, in particular, for the sign-to-text direction. We use a ...