Ribeiro, Fabio De Sousa

10 publications

NeurIPS 2025 Counterfactual Identifiability via Dynamic Optimal Transport Fabio De Sousa Ribeiro, Ainkaran Santhirasekaram, Ben Glocker

ICCV 2025 Flow Stochastic Segmentation Networks Fabio De Sousa Ribeiro, Omar Todd, Charles Jones, Avinash Kori, Raghav Mehta, Ben Glocker

ICLR 2025 Rethinking Fair Representation Learning for Performance-Sensitive Tasks Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker

TMLR 2025 Where Are We with Calibration Under Dataset Shift in Image Classification? Mélanie Roschewitz, Raghav Mehta, Fabio De Sousa Ribeiro, Ben Glocker

ICLR 2024 Grounded Object-Centric Learning Avinash Kori, Francesco Locatello, Fabio De Sousa Ribeiro, Francesca Toni, Ben Glocker

NeurIPS 2024 Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention Avinash Kori, Francesco Locatello, Ainkaran Santhirasekaram, Francesca Toni, Ben Glocker, Fabio De Sousa Ribeiro

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

TMLR 2022 Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed Mélanie Bernhardt, Fabio De Sousa Ribeiro, Ben Glocker

AAAI 2020 Capsule Routing via Variational Bayes Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos D. Kollias

NeurIPS 2020 Introducing Routing Uncertainty in Capsule Networks Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos Kollias