Master in Artificial Intelligence - MAI
Recent Submissions
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Zero-shot text classification using a weakly supervised textual entailment approach
(Universitat Politècnica de Catalunya, 2022-10-24)
Master thesis
Restricted access - author's decision -
Application of deep learning general-purpose neural architectures based on vision transformers for ISIC melanoma classification
(Universitat Politècnica de Catalunya, 2022-10-18)
Master thesis
Open AccessThe field of computer vision has for years been dominated by Convolutional Neural Networks (CNNs) in the medical field. However, there are various other Deep Learning (DL) techniques that have become very popular in this ... -
Meta reinforcement learning for fast adaptation to changing conditions: application to adaptive optics in large telescopes
(Universitat Politècnica de Catalunya, 2022-10-18)
Master thesis
Restricted access - confidentiality agreement -
Deep Learning-Based Optical Spectrum Analysis for Lightpath Distance Evaluation
(Universitat Politècnica de Catalunya, 2022-06-27)
Master thesis
Open AccessFiber Optics are the backbone of communication, and their security is essential in the present era. In recent years, Machine Learning and Deep Neural Networks have been employed in a wide range of applications for monitoring ... -
Semi-Supervised Semantic Knowledge Graph
(Universitat Politècnica de Catalunya, 2022-06-27)
Master thesis
Restricted access - author's decision
Covenantee: Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'EnginyeriaThis project aims to provide a framework for the semi-automatic creation of Semantic Knowledge Graphs based on unstructured information from Spanish texts, so that it can later be integrated into search systems and provide ... -
Time series forecasting of application resource usage applying deep learning methods
(Universitat Politècnica de Catalunya, 2022-06-27)
Master thesis
Open AccessImproving the efficiency of big cloud providers has become a very difficult task. The great quantity of workloads that are run on the cluster nodes and their wide diversity and heterogeneity extensively complicates it. One ... -
Continual Learing of Hand Gestures for Human Robot Interaction
(Universitat Politècnica de Catalunya, 2022-06-27)
Master thesis
Open AccessHuman communication is multimodal. For years, natural language processing has been studied as a form of human-machine or human-robot interaction. In recent years, computer vision techniques have been applied to the recognition ... -
Optimal power flow computation using neural networks
(Universitat Politècnica de Catalunya, 2022-10-19)
Master thesis
Restricted access - author's decision -
Analysis of explainable artificial intelligence on time series data
(Universitat Politècnica de Catalunya, 2022-10-19)
Master thesis
Open AccessIn recent years, the interest in Artificial Intelligence (AI) has experienced a significant growth, which has contributed to the emergence of new research directions such as Explainable Artificial Intelligence (XAI). The ... -
DeeperBreath: model optimization for automated diagnosis of respiratory pathologies from lung sounds
(Universitat Politècnica de Catalunya, 2022-10-24)
Master thesis
Restricted access - author's decision
Covenantee: École polytechnique fédérale de Lausanne -
Graph Neural Networks for optimization in telecommunications satellite constellations
(Universitat Politècnica de Catalunya, 2022-10-19)
Master thesis
Restricted access - author's decision -
Detection and location of contrast-aware and border-aware neurons in Convolutional Neural Networks
(Universitat Politècnica de Catalunya, 2022-06-30)
Master thesis
Open AccessDeep leaning and the use of Convolutional Neural Networks is following an upward trend in popularity in the recent years. As a lot of the research in this area is done empirically and based on experiments against a collection ...
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