Recent Submissions

  • Neural Question Generation 

    Urra Gorospe, Maite (Universitat Politècnica de Catalunya, 2021-04-18)
    Master thesis
    Open Access
    Question generation attempts to generate a natural language question given a passage and an answer. Most state-of-the-art methods have focused on generating simple questions involving single-hop relations and based on a ...
  • The creation of a GAN model for generating pictures of whales 

    Barone, Luca (Universitat Politècnica de Catalunya, 2021-01)
    Master thesis
    Restricted access - confidentiality agreement
  • Applyig Deep Learning to Analyze Lifestyle in Egocentric images 

    Chenxi, Liu (Universitat Politècnica de Catalunya, 2021-01)
    Master thesis
    Restricted access - confidentiality agreement
  • Applied Anomaly Detection on unsupervised detection of marine mammals 

    Mesa Hernández, Rafael (Universitat Politècnica de Catalunya, 2021-01)
    Master thesis
    Open Access
    Covenantee:   Universitat Rovira i Virgili / Universitat de Barcelona
    In this report, techniques for Anomaly Detection are explored with the aim of automating the process of detecting marine mammals in satellite imagery. This can be later be applied to extract and prepare data for an object ...
  • Explainability on recommender systems using contextual data 

    Gutiérrez Fandiño, Asier (Universitat Politècnica de Catalunya, 2020-04-14)
    Master thesis
    Open Access
    Recommender Systems (RS) are a fundamental part of any relevant e-commerce website, and the inclusion, improvement and optimization of this kind of systems is a growing trend. As these systems evolve, people are more ...
  • A Study on Different Architectures on a 3D Garment Reconstruction Network 

    Klimack, Jason (Universitat Politècnica de Catalunya, 2021-01-27)
    Master thesis
    Open Access
    Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
    In this work, we perform a study of different network architectures for 3D garment reconstruction. In the study, five networks are compared both quantitatively and qualitatively. The dataset used to train each network is ...
  • The Effect of High Resolution Images on Network Embeddings for Transfer Learning 

    Martinez Gomez, Bernat (Universitat Politècnica de Catalunya, 2021-01-27)
    Master thesis
    Open Access
    Within Deep Learning, Transfer learning is a very hot topic. This is mainly because Transfer Learning proposes a way of avoiding two of the biggest limitations in Deep Learning: the need for enormous datasets and high ...
  • Fracture detection from X-Rays with deep learning 

    De Cid Rodríguez, Josep (Universitat Politècnica de Catalunya, 2021-01-20)
    Master thesis
    Open Access
    Bone fractures are a widespread medical condition that involves many people and money in the treatment and tracking of this disease. Spain invests lots of money every year with X-Ray scanners, radiologists, and medical ...
  • A pipeline for large raw text preprocessing and model training of language models at scale 

    Armengol Estapé, Jordi (Universitat Politècnica de Catalunya, 2021-01-25)
    Master thesis
    Open Access
    Covenantee:   Universitat de Barcelona / Universitat Rovira i Virgili
    The advent of Transformer-based (i.e., based on self-attention architectures) language models has revolutionized the entire field of Natural Language Processing (NLP). Once pre-trained on large, unlabelled corpora, we can ...
  • Application of deep learning for breast cancer metastasis detection in sentinel lymph node biopsies 

    Cossio, Carlos Manuel (Universitat Politècnica de Catalunya, 2021-01-18)
    Master thesis
    Open Access
    Covenantee:   Universitat de Barcelona
    In developed countries, breast cancer is one of the leading causes of death in female cancer patients aged 40 and above. The early detection of this pathology has a positive impact on the reduction of mortality and morbidity. ...
  • Study of Deep Learning Models for Class-Agnostic Counting 

    Hilazo Aguilera, David (Universitat Politècnica de Catalunya, 2021-01-10)
    Master thesis
    Open Access
    In the field of object counting using computer vision techniques, multiple research projects developed highly performant models for counting specific classes. Nonetheless, none has achieved a deep learning model able to ...
  • A comprehensive probabilistic model for the embryo selection problem 

    Valls Murcia, Olga (Universitat Politècnica de Catalunya, 2021-01-19)
    Master thesis
    Open Access
    Assisted reproductive technologies (ARTs) are a set of invasive medi- cal techniques that attempt to induce a pregnancy. In vitro fertilization (IVF) is the most common and effective type of ART. Embryo selection is a ...

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