Master in Artificial Intelligence - MAI
Recent Submissions
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Spatial representation in a hippocampal inspired agent
(Universitat Politècnica de Catalunya, 2020-10-20)
Master thesis
Restricted access - confidentiality agreement -
Quantum machine learning with hybrid quantum-classical computation
(Universitat Politècnica de Catalunya, 2020-10)
Master thesis
Open AccessThis thesis explores variational quantum algorithms in order to solve optimization combinatorial problems using a meta-learning approach. This variational algorithm sare promising due to its capability to be used in the ... -
GeBioToolkit automatic extraction of gender-balanced multilingual corpus of wikipedia biographies
(Universitat Politècnica de Catalunya, 2020-01-31)
Master thesis
Open AccessWe present GeBioToolkit, an automatic tool for extracting multilingual parallel corpora at sentence level, with document and gender information from Wikipedia biographies. Despite the gender inequalities present on ... -
Learning of models of temporal point clouds
(Universitat Politècnica de Catalunya, 2020-01-31)
Master thesis
Restricted access - confidentiality agreement -
Classification of Huntington’s Disease using Structural MRI Data
(Universitat Politècnica de Catalunya, 2020-10-27)
Master thesis
Restricted access - confidentiality agreement -
Deep regression of social signals in Dyadic Scenarios
(Universitat Politècnica de Catalunya, 2020-07-01)
Master thesis
Open Access
Covenantee: Universitat de Barcelona / Universitat Rovira i VirgiliThe purpose of this project is to design a general system for emotion recognition through social signals in dyadic using deep learning methods using raw data from audio, video and text transcriptions from publicly available ... -
Multimodal speech emotion recognition
(Universitat Politècnica de Catalunya, 2020-06-22)
Master thesis
Open AccessThe recognition of emotions in speech is one of the most challenging topics in data science. In this work, we define a pipeline for the study of multimodal speech recognition, using a wide set of features from audio samples ... -
Detection of whales and boats in satellite imagery using CNNs
(Universitat Politècnica de Catalunya, 2020-06)
Master thesis
Restricted access - confidentiality agreement -
Appled NLP and ML for the detection of inappropiarte text in a communications platform
(Universitat Politècnica de Catalunya, 2020-01-31)
Master thesis
Open AccessWith the expansion of the communication platforms, individuals are very used to exchange information and communicate with other people through these platforms, both for social and business purposes. It’s a known problem, ... -
Smart Tray : A Deep learning application for self-checkout system
(Universitat Politècnica de Catalunya, 2020-01-24)
Master thesis
Restricted access - confidentiality agreement -
Training strategies for an european distributed deep learning library (EDDLL)
(Universitat Politècnica de Catalunya, 2020-06-23)
Master thesis
Restricted access - confidentiality agreement -
Generative query networks for world models in 2D and 3D environments
(Universitat Politècnica de Catalunya, 2020-01-21)
Master thesis
Open AccessIn this thesis, the application of World Models [8] in 2D and 3D environments is explored. Particularly in the CarRacing-v0 environment [3, 16] and the DeepMind Lab [1] environment. It is shown that the Variational ...
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