Monteiro, Miguel

4 publications

ICML 2023 High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker

ICLR 2023 Measuring Axiomatic Soundness of Counterfactual Image Models Miguel Monteiro, Fabio De Sousa Ribeiro, Nick Pawlowski, Daniel C. Castro, Ben Glocker

TMLR 2022 Structured Uncertainty in the Observation Space of Variational Autoencoders James Langley, Miguel Monteiro, Charles Jones, Nick Pawlowski, Ben Glocker

NeurIPS 2020 Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty Miguel Monteiro, Loic Le Folgoc, Daniel Coelho de Castro, Nick Pawlowski, Bernardo Marques, Konstantinos Kamnitsas, Mark van der Wilk, Ben Glocker