Master in Artificial Intelligence - MAI
Recent Submissions
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Adapting the smart python agent development environment for parallel computing
(Universitat Politècnica de Catalunya, 2019-04-15)
Master thesis
Open Access
Covenantee: Universitat Rovira i Virgili / Universitat de Barcelona -
3D hand reconstruction from RGB-D/RGB video frames in real-time
(Universitat Politècnica de Catalunya, 2019-04-30)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneWe present a pipeline able to extract 3D real-world measurements from RGB-D images with high accuracy in real-time. A new method bottom-up multi-person for hand-body pose detection evolved from OpenPifPaf has been presented. ... -
Deep learning superresolution
(Universitat Politècnica de Catalunya, 2019-04-24)
Master thesis
Open Access[...] In this work the author makes use of state-of-the-art Super-Resolution methods and denoising methods to try and create a comprehensive solution for all use cases related to digital art restoration. -
Towards more informative hospital benchmarking with deeper data analysis
(Universitat Politècnica de Catalunya, 2019-04)
Master thesis
Restricted access - confidentiality agreement -
Quantum machine learning
(Universitat Politècnica de Catalunya, 2019-04-14)
Master thesis
Open AccessWe use reinforcement learning techniques to optimize the Quantum Approximate Optimization Algorithm when applied to the MaxCut problem. We explore Q-learning based techniques both for continuous and discrete action ... -
A Human Shape-Motion Predictor with Deep Learning
(Universitat Politècnica de Catalunya, 2019-04-24)
Master thesis
Open AccessThe objective of this work is to obtain an end-to-end solution which predicts human motion and shape from a given video by extracting its pose in the Wild. Given incomplete human motion sequences our goal is to predict and ... -
Evaluating the Robustness of GAN-Based Inverse Reinforcement Learning Algorithms
(Universitat Politècnica de Catalunya, 2019-01-15)
Master thesis
Open Access
Covenantee: Universitat de Barcelona / Universitat Rovira i VirgiliWe evaluate the robustness of reward functions learned with IRL, when transferred to similar tasks. We exceed state of the art results for one benchmark task and solve another one for the first time. Modifications are ... -
Multiple attribute analysis for deep learning based apparent personality analysis
(Universitat Politècnica de Catalunya, 2019-01)
Master thesis
Open AccessEn este trabajo, abordamos el problema de la estimación de la personalidad aparente, es decir, la estimación de la impresión que personas tienen con sobre la personalidad de otra persona. El reconocimiento de rasgos de ... -
Analysis of speeches in the Spanish Parliament
(Universitat Politècnica de Catalunya, 2018)
Master thesis
Open AccessFirst part: classification of political speeches' titles; second part: extracting the information of politicians' characteristics from the biographies and measuring the correlation between the characteristics and the ... -
Incorporation of models in automatic requirement dependencies detection
(Universitat Politècnica de Catalunya, 2018-10-11)
Master thesis
Open Access
Covenantee: Universitat de Barcelona / Universitat Rovira i Virgili. Escola Tècnica Superior d'EnginyeriaIn this work, an approach to the automatic detection of dependencies in NL requirements is presented. The approach is based on an ontology containing knowledge defining dependency relations between requirements. In order ... -
A Python implementation for discriminative multivariate data visualization using a Grand Tour of manifold learning nonlinear methods
(Universitat Politècnica de Catalunya, 2018-10)
Master thesis
Open AccessIn this work has been implemented the manifold grand tour with a GTM structureas a way to improve the intuitiveness of the visualization of the GTM manifold. It is done travelling across each point of the GTM structure and ... -
Learning aerial social force model for drone navigation
(Universitat Politècnica de Catalunya, 2018-10-15)
Master thesis
Open AccessEs presenta un nou mètode per controlar el vol d'un drone, l'objectiu del qual és acompanyar una persona. Consisteix en una xarxa neuronal que s'entrena a partir de trajectòries d'exemple proporcionades per un humà. També ...
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