Listando Facultat de Matemàtiques por materia "004"

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Deep Learning-based Solutions to Improve Diagnosis in Wireless Capsule Endoscopy

Laiz Treceño, Pablo (Fecha de defensa: 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 with the increase ...

Generalizability in multi-centre cardiac image analysis with machine learning

Campello Román, Víctor Manuel (Fecha de defensa: 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 fields are being ...

Optimization of neural networks for deep learning and applications to CT image segmentation

Pezzano, Giuseppe (Fecha de defensa: 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 newest methods for ...

Towards Video Transformers for Automatic Human Analysis

Selva Castelló, Javier (Fecha de defensa: 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 ...