Bertiche Argila, Hugo (Date of defense: 2022-11-17)
[eng] Machine learning has experienced a soar thanks to the proliferation of deep learning based methodologies. 3D vision is one of the many fields that benefited from this trend. Within this domain, I ...
Pascual i Guinovart, Guillem (Date of defense: 2023-02-17)
[eng] Deep Learning (DL) has gained traction in the last years thanks to the exponential increase in compute power. New techniques and methods are published at a daily basis, and records are being set ...
Rodríguez Soto, Manel (Date of defense: 2023-06-26)
[eng] As autonomous agents become increasingly sophisticated and we allow them to perform more complex tasks, it is of utmost importance to guarantee that they will act in alignment with human values. ...
Salat Moltó, Martí (Date of defense: 2022-11-15)
[eng] Framed within the areas of algebraic geometry and commutative algebra, this thesis contributes to the study of sheaves and vector bundles on toric varieties. From different perspectives, we take ...
Parafita, Álvaro (Date of defense: 2023-05-12)
[eng] The notion of cause and effect is fundamental to our understanding of the real world; ice cream sales correlate with jellyfish stings (both increase during summer), but a ban on ice cream could ...
Pezzano, Giuseppe (Date of defense: 2023-07-27)
[eng] During the last few years, AI development in deep learning has been going so fast that even important researchers, politicians, and entrepreneurs are signing petitions to try to slow it down. The ...
Selva Castelló, Javier (Date of defense: 2023-12-19)
[eng] With the aim of creating artificial systems capable of mirroring the nuanced understanding and interpretative powers inherent to human cognition, this thesis embarks on an exploration of the ...
Laiz Treceño, Pablo (Date of defense: 2023-12-12)
[eng] Deep Learning (DL) models have gained extensive attention due to their remarkable performance in a wide range of real-world applications, particularly in computer vision. This achievement, combined ...
Torre Estévez, Víctor de la (Date of defense: 2023-11-24)
[eng] We study discrete energy minimization problems on two-point homogeneous manifolds. Since finding N-point configurations with optimal energy is highly challenging, recent approaches have involved ...
Campello Román, Víctor Manuel (Date of defense: 2023-12-15)
[eng] The field of Artificial Intelligence (AI) has undergone a revolution in recent years with the advent of more efficient computing hardware and well-documented software for model development. Many ...