Recent Submissions

  • Water extension estimation over inland targets using fully focused SAR data 

    Gómez Olivé, Adrià (Universitat Politècnica de Catalunya, 2024-02-07)
    Master thesis
    Restricted access - confidentiality agreement
  • Obtaining measurements of people using deep neural networks 

    Izquierdo Bas, Sergi (Universitat Politècnica de Catalunya, 2024-02-09)
    Master thesis
    Open Access
    En los últimos años, la introducción del Deep Learning junto con el uso de técnicas convencionales de técnicas de procesamiento de imágenes ha dado un impulso a la clasificación de imágenes y la extracción de características. ...
  • Acoustic classification of marine mammals by deep learning 

    Cavero Carreras, Pol (Universitat Politècnica de Catalunya, 2023-09-14)
    Master thesis
    Open Access
    The classification of marine mammals has been an important topic for monitoring their population numbers. Many species of whales are considered endangered, making this task even more imperative. In this thesis two species ...
  • Delay jitter compensation for low latecy audio in Networked Music Performances 

    Aromí Leaverton, Daniel (Universitat Politècnica de Catalunya, 2023-09-15)
    Master thesis
    Open Access
    In this thesis an algorithm to compensate for delay jitter is developed in the context of Networked Music Performances, with the goal of mitigating dropouts due to delay jitter with the minimal amount of added latency. To ...
  • Design and Optimaztion of an Ultra-Wideband, Low-Profile, Dual-Polarized PUMA+ADL Array 

    Nadal Zaragoza, Albert (Universitat Politècnica de Catalunya, 2023-09-15)
    Master thesis
    Restricted access - confidentiality agreement
    Covenantee:   Hensoldt
    In this Thesis, a novel ultra-wideband radiating element for antenna array applications has been investigated. Along with the demanding industry bandwidth requirements for next generation Electronically Steered Antennas ...
  • QAOA implementation in a quantum reinforcement learning algorithm for CERN beam lines 

    Nicolau Orell, Sebastià (Universitat Politècnica de Catalunya, 2023-09-14)
    Master thesis
    Open Access
    Covenantee:   European Organization for Nuclear Research / IQ Quantum Technology initiative
    Quantum reinforcement learning (QRL), a cutting-edge field at the intersection of quantum computing and artificial intelligence, has the potential to revolutionize domains like chemistry and autonomous systems with its ...
  • Meta-learning for neural network weight prediction and compressive learning 

    Bonet Solé, David (Universitat Politècnica de Catalunya, 2023-09-13)
    Master thesis
    Restricted access - confidentiality agreement
    Covenantee:   Stanford University
    The rapid expansion in the size of new datasets and available data online has led to significant scaling of the size of neural models. However, training deep learning models and performing hyperparameter tuning is ...
  • Investigating the Training Dynamics in End-to-end Speech Translation 

    Alastruey Lasheras, Belén (Universitat Politècnica de Catalunya, 2023-09-13)
    Master thesis
    Open Access
    The task of speech translation consists one translating speech input into text in a different language. In this project, we present an interpretability analysis of a Transformer model on this task. Our work builds upon ...
  • Automated resource deployment in optically interconnected data center infrastructures for IIoT services 

    Lino Vivanco, Luis Antonio (Universitat Politècnica de Catalunya, 2023-09-12)
    Master thesis
    Open Access
    The relentless expansion of the Industrial Internet of Things (IIoT) has revolutionized modern data center architectures, introducing unparalleled challenges in resource management and service optimization. This thesis ...
  • Team Recognition in Sports Events 

    Pereira Dos Santos, Victor Jerri (Universitat Politècnica de Catalunya, 2023-09-07)
    Master thesis
    Open Access
    This thesis proposes an algorithm for automatically detecting and classifying participants into their respective teams in sports events using computer vision and artificial intelligence techniques. The algorithm is designed ...
  • Application-Layer DoS attacks detection in Data-Plane-Programmable Networks using Machine Learning and P4 

    Lahoz Torres, Aleix (Universitat Politècnica de Catalunya, 2023-09-08)
    Master thesis
    Open Access
    Covenantee:   Politecnico di Milano
    Application layer DDoS attacks pose a significant threat to network infrastructures, requiring effective detection mechanisms to mitigate their impact. This thesis proposes a novel solution that leverages programmable ...
  • Federated Learning to detect malicious network traffic in IoT environments 

    Vallejo I Benito, Roger (Universitat Politècnica de Catalunya, 2023-07-17)
    Master thesis
    Open Access
    This thesis consists in the development and analysis of Federated Learning to detect malicious network traffic in IoT environments. The motivation of the project is based on two main aspects, the poor security measures in ...

View more