Now showing items 15-19 of 19

    Towards Efficient and Realistic Animation of 3D Garments with Deep Learning 

    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 focused my research ...

    Towards Video Transformers for Automatic Human Analysis 

    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 intersection between human ...

    Un concepto generalizado de conjugación : aplicación a las funciones quasiconvexas 

    Martínez Legaz, Juan Enrique (Date of defense: 1981-10-29)

    En este trabajo se definen y estudian los conceptos de H-convexidad y H-conjugación, siendo H una familia de funciones reales de variable real cerrada para el supremo puntual de tal manera que coinciden con los clásicos ...

    Uncertainty, interpretability and dataset limitations in Deep Learning 

    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 across multiple ...

    Vector bundles and sheaves on toric varieties 

    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 advantage of the ...