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Issue DateTitleAuthor(s)
21-May-2020Uncertainty-based Rejection Wrappers for Black-box ClassifiersMena, José; Pujol Vila, Oriol; Vitrià i Marca, Jordi
23-Nov-2020Uncertainty-Based Human-in-the-Loop Deep Learning for Land Cover SegmentationGarcía Rodríguez, Carlos; Vitrià i Marca, Jordi; Mora Sacristán, Oscar
2-Jul-2020Building uncertainty models on top of black-box predictive APIsBrando Guillaumes, Axel; Torres, Damià; Rodriguez-Serrano, José A.; Vitrià i Marca, Jordi
Dec-2020WCE polyp detection with triplet based embeddingsLaiz Treceño, Pablo; Vitrià i Marca, Jordi; Wenzek, Hagen; Malagelada Prats, Carolina; Azpiroz Vidaur, Fernando; Seguí Mesquida, Santi
8-Oct-2021A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian PerspectiveMena Roldán, José; Pujol Vila, Oriol; Vitrià i Marca, Jordi
4-Jul-2022Estimand-Agnostic Causal Query Estimation with Deep Causal GraphsParafita Martínez, Álvaro; Vitrià i Marca, Jordi
8-Sep-2022CatLC: Catalonia Multiresolution Land Cover DatasetGarcía Rodríguez, Carlos; Mora Sacristán, Oscar; Pérez-Aragüés, Fernando; Vitrià i Marca, Jordi
Jul-2022Time-based self-supervised learning for Wireless Capsule EndoscopyPascual i Guinovart, Guillem; Laiz Treceño, Pablo; García, Albert; Wenzek, Hagen; Vitrià i Marca, Jordi; Seguí Mesquida, Santi
31-May-2020Morphological and functional evaluation of the gut in cystic fibrosisMalagelada Prats, Carolina; Bendezú, Álvaro; Seguí Mesquida, Sant; Vitrià i Marca, Jordi; Merino, Xavier; Nieto, Adoración; Sihuay, Denisse; Accarino, Anna; Molero, Xavier; Azpiroz, Fernando