Graph Neural Networks for Traffic ForecastingJoão Rico, José Barateiro, Arlindo L. OliveiraarXiv (Cornell University) preprint
Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networksMário Cardoso, André Cavalheiro, Alexandre Secorun Borges, Ana Filipa Duarte, A. Soares, Maria João Veloso da Costa Ramos Pereira, Nuno Nunes, Leonardo Guerreiro Azevedo, Arlindo L. OliveiraarXiv (Cornell University) preprint
Using Soft Labels to Model Uncertainty in Medical Image SegmentationJoão Lourenço Silva, Arlindo L. OliveiraarXiv (Cornell University) preprint
Combining Off and On-Policy Training in Model-Based Reinforcement\n LearningAlexandre Borges, Arlindo L. OliveiraarXiv (Cornell University) preprint
Modelling Neuronal Behaviour with Time Series Regression: Recurrent\n Neural Networks on C. Elegans DataGonçalo Mestre, Ruxandra Bărbulescu, Arlindo L. Oliveira, L. Miguel SilveiraarXiv (Cornell University) preprint
Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin LesionsRafael Pedro, Arlindo L. OliveiraarXiv (Cornell University) preprint
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery SegmentationJoão Lourenço Silva, Miguel Nobre Menezes, Tiago Rodrigues, Beatríz Silva, Fausto J. Pinto, Arlindo L. OliveiraarXiv (Cornell University) preprint
Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural NetworksDinis L. Rodrigues, Miguel Nobre Menezes, Fausto J. Pinto, Arlindo L. OliveiraarXiv (Cornell University) preprint