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 ...
García Rodríguez, Carlos (Date of defense: 2023-07-04)
[spa] Las cubiertas del suelo son el resultado de factores naturales, socioeconómicos y de su utilización por parte de las personas en el tiempo y en el espacio. La información sobre las dinámicas del ...
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. ...
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 ...
Pello García, Juan (Date of defense: 2023-11-22)
[eng] The thesis develops an incipient methodology to study bifurcations of invariant curves in one-dimensional and quasiperiodic discrete systems, based on translated curve theorems and KAM theory.The ...