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of 5
pro vyhledávání: '"Hans HAO"'
Graph-based learning has achieved remarkable success in domains ranging from recommendation to fraud detection and particle physics by effectively capturing underlying interaction patterns. However, it often struggles to generalize when distribution
Externí odkaz:
http://arxiv.org/abs/2502.18334
Current graph neural networks (GNNs) that tackle node classification on graphs tend to only focus on nodewise scores and are solely evaluated by nodewise metrics. This limits uncertainty estimation on graphs since nodewise marginals do not fully char
Externí odkaz:
http://arxiv.org/abs/2210.15575
Given the importance of getting calibrated predictions and reliable uncertainty estimations, various post-hoc calibration methods have been developed for neural networks on standard multi-class classification tasks. However, these methods are not wel
Externí odkaz:
http://arxiv.org/abs/2210.06391
We propose a new method for testing antenna arrays that records the radiating electromagnetic (EM) field using an absorbing material and evaluating the resulting thermal image series through an AI using a conditional encoder-decoder model. Given the
Externí odkaz:
http://arxiv.org/abs/2111.13884
Autor:
Adriana MV; Substitute Professor, Department of Restorative Dentistry, Federal University of Minas Gerais (FO-UFMG), Belo Horizonte, Brazil. Electronic address: adriana@adrianavieiramartins.com.br., Camila CS; Graduate student, Department of Restorative Dentistry, Federal University of Minas Gerais, (FO-UFMG), Belo Horizonte, Brazil., Vinícius MC; Professor, Uniavan SCAvenida Marginal Leste, Balneário Camboriú - SC, Belo Horizonte, Minas Gerais, Brazil., Hans HAO; Graduate student, Department of Restorative Dentistry, Federal University of Minas Gerais, (FO-UFMG), Belo Horizonte, Brazil., Rodrigo AC; Professor, Department of Restorative Dentistry, Federal University of Minas Gerais, (FO-UFMG), Belo Horizonte, Brazil., Allyson MN; Professor, Department of Restorative Dentistry, Federal University of Minas Gerais, (FO-UFMG), Belo Horizonte, Brazil., Luis Fernando MSA; Professor, Department of Restorative Dentistry, Federal University of Minas Gerais, (FO-UFMG), Belo Horizonte, Brazil.
Publikováno v:
The Journal of prosthetic dentistry [J Prosthet Dent] 2023 Jan; Vol. 129 (1), pp. 2-6. Date of Electronic Publication: 2021 Aug 17.