Browsing by Author "Tura Vecino, Biel"
Tura Vecino, Biel (Universitat Politècnica de Catalunya, 2019-06)
Restricted access - confidentiality agreementThe automotive sector is experiencing a rapid change that will influence the way in which we will use cars. One of the main concerns of this new wave of automotive research regards the security of future vehicles, being ...
Tura Vecino, Biel; Escuder Folch, Santiago; Diego, Ferran; Segura Perales, Carlos; Luque Serrano, Jordi (2021)
Open AccessModels based on attention mechanisms have shown unprecedented speech recognition performance. However, they are computationally expensive and unnecessarily complex for keyword spotting, a task targeted to small-footprint ...
Tura Vecino, Biel (Universitat Politècnica de Catalunya, 2021-05)
Restricted access - confidentiality agreement
Covenantee: Institut de Robòtica i Informàtica IndustrialRecent research has shown that, in particular domains, unsupervised learning algorithms are achieving on par, or even better performance than fully supervised algorithms, avoiding the need of human labelled data. The ...
Bueno Benito, Elena Belén; Tura Vecino, Biel; Dimiccoli, Mariella (Institute of Electrical and Electronics Engineers (IEEE), 2023)
Open AccessIn this paper, we propose a novel fully unsupervised framework that learns action representations suitable for the action segmentation task from the single input video itself, without requiring any training data. Our method ...