Recent Submissions

  • Design of deep learning algorithms to identify transportation mode of citizens from 2 sensors of the smartphone 

    León Siza, Achic (Universitat Politècnica de Catalunya, 2021-05-26)
    Master thesis
    Restricted access - author's decision
  • Disentangling neural network structure from the weights space 

    Caselles Rico, Pol (Universitat Politècnica de Catalunya, 2021-01-20)
    Master thesis
    Open Access
    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 ...
  • MFGM-VAE for unpaired multi-view data integration 

    Aylagas Torres, Roger (Universitat Politècnica de Catalunya, 2020-12-14)
    Master thesis
    Open Access
    Deep learning model for unpaired data integration. Use case: multiple-omics data integration
  • Validation and Extension of Kubernetes-based Network Functions (KNFs) in OSM for Cloud Native (CN) applications in 5G and beyond 

    Pino Martínez, Adrián (Universitat Politècnica de Catalunya, 2021-01-28)
    Master thesis
    Open Access
    Adopting Cloud Native (CN) into 5G telecommunications systems has been identified as agood candidate for reducing the cost, improving system agility and role out of 5G services.This is well reflected on the recent 3GPP ...
  • Real image transformation through conditional GANs 

    Grau Gasulla, Martí (Universitat Politècnica de Catalunya, 2021-01-24)
    Master thesis
    120 months embargo
  • Design, Implementation, and Analysis of a Federated Learning Architecture 

    Ferraté I Cuartero, Gabriel (Universitat Politècnica de Catalunya, 2021-01-28)
    Master thesis
    12 months embargo
    Covenantee:   King’s College London, London, United Kingdom
    Artificial Intelligence (AI) has become the go-to technology for many applications. This method, even having huge advantages in many areas, also require from training step, which is very power-and-time consuming and has ...
  • A Reliable and Universal Cloud Wallet 

    De La Cuesta Sala, Pau (Universitat Politècnica de Catalunya, 2020-12-20)
    Master thesis
    Open Access
    This document explains the design, implementation and deployment of a secure Ethereum wallet backed up by a vault of secrets on the cloud. It also introduces key concepts for this task in the field of cryptography and ...
  • Fish detection in coastal areas 

    Cuadrado Conde, Cristian (Universitat Politècnica de Catalunya, 2020-10-30)
    Master thesis
    Open Access
    This project is a computer vision work with underwater images with seabed images, with the purpose of locate fishes. The main purpose of this thesis is to develop an algorithm capable of get the largest amount of background ...
  • Digital Control Strategy for an LLC converter 

    Cos Martí, Oriol (Universitat Politècnica de Catalunya, 2020-10-28)
    Master thesis
    Open Access
    Since the beginning of power electronics studies, the key objective has been to reduce the size of the transformation equipment. The invention of controlled semiconductor devices set up a step forward to this objective, ...
  • End-to-end Speech Translation with Self-supervised Speech Representations 

    Gallego Olsina, Gerard Ion (Universitat Politècnica de Catalunya, 2020-09-09)
    Master thesis
    Open Access
    Nowadays, there is a growing interest in the field of Speech Translation (speech-to-text). Traditionally, this task has been faced with the concatenation of Automatic Speech Recognition and Machine Translation modules. ...
  • Smart Beamforming for Direct Access to 5G-NR User Equipment from LEO Satellite at Ka-Band 

    Méndez López, Eduard (Universitat Politècnica de Catalunya, 2020-08-10)
    Master thesis
    Open Access
    Non-Terrestrial Networks (NTN), in particular LEO Satellite Networks, are expected to play a key role in extending and complementing terrestrial 5G networks in order to provide services to air, sea and un-served or ...
  • Case Management System with IPaaS and Cloud Platform 

    Ishaque, Sundus (Universitat Politècnica de Catalunya, 2020-09-07)
    Master thesis
    Restricted access - author's decision

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