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Issue Date | Title | Author(s) |
---|---|---|
8-Oct-2021 | A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian Perspective | Mena Roldán, José; Pujol Vila, Oriol; Vitrià i Marca, Jordi |
10-Dec-2021 | PBNS: physically based neural simulation for unsupervised garment pose space deformation | Bertiche, Hugo; Madadi, Meysam; Escalera Guerrero, Sergio |
1-Sep-2021 | Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 | Liu, Zhengying; Pavao, Adrien; Xu, Zhen; Escalera Guerrero, Sergio; Ferreira, Fabio; Guyon, Isabelle; Hong, Sirui; Hutter, Frank; Ji, Rongrong; Jacques Junior, Julio C. S.; Li, Ge; Lindauer, Marius; Luo, Zhipeng; Madadi, Meysam; Nierhoff, Thomas; Niu, Kangning; Pan, Chunguang; Stoll, Danny; Treguer, Sebastien; Wang, Jin; Wang, Peng; Wu, Chenglin; Xiong, Youcheng; Zela, Arbër; Zhang, Yang |
12-Apr-2021 | Intelligent Agricultural Machinery Using Deep Learning | Thomas, Gabriel; Balocco, Simone; Mann, Danny; Simundsson, Avery; Khorasani, Nioosha |
25-Mar-2023 | Machining tool identification utilizing temporal 3D point clouds | Zoumpekas, Thanasis; Leutgeb, Alexander; Puig Puig, Anna; Salamó Llorente, Maria |
23-Aug-2022 | Effective Early Stopping of Point Cloud Neural Networks | Zoumpekas, Thanasis; Salamó Llorente, Maria; Puig Puig, Anna |
2-Jul-2020 | Building uncertainty models on top of black-box predictive APIs | Brando Guillaumes, Axel; Torres, Damià; Rodriguez-Serrano, José A.; Vitrià i Marca, Jordi |
23-Nov-2020 | Uncertainty-Based Human-in-the-Loop Deep Learning for Land Cover Segmentation | García Rodríguez, Carlos; Vitrià i Marca, Jordi; Mora Sacristán, Oscar |