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Ricardo Pereira Cruz
Ricardo P. M. Cruz is an Assistant Professor at the Faculty of Engineering of the University of Porto and a researcher at INESC TEC. His work focuses on machine learning, particularly deep learning, and computer vision. He received a B.Sc. degree in Computer Science (2012), an M.Sc. degree in Mathematical Engineering (2015), both from the University of Porto, and a Ph.D. degree in Computer Science (2021) jointly from the University of Porto, Aveiro and Minho. His topics cover transversal aspects of machine learning with applications to health and autonomous driving, detailed in over 20 publications with 100+ citations.
Domains
Projects
Publications
Learning Ordinality in Semantic Segmentation
Cruz, RPM;Cristino, R;Cardoso, JS;
2025
IEEE ACCESS
Interpretability-Guided Human Feedback During Neural Network Training
Serrano e Silva, P;Cruz, R;Shihavuddin, ASM;Gonçalves, T;
2023
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Two-Stage Framework for Faster Semantic Segmentation
Cruz, R;Silva, DTE;Goncalves, T;Carneiro, D;Cardoso, JS;
2023
SENSORS
Unimodal Distributions for Ordinal Regression
Cardoso, JS;Cruz, RPM;Albuquerque, T;
2023
CoRR
Supervised Theses
Uncertainty-Driven Out-of-Distribution Detection in 3D LiDAR Object Detection for Autonomous Driving
José António Barbosa da Fonseca Guerra
M - 2023
UP-FEUP
Introducing Domain Knowledge to Scene Parsing in Autonomous Driving
Rafael Valente Cristino
M - 2023
UP-FEUP
Quantifying How Deep 3D Representations Promote Label Efficiency
Diana Raquel Teixeira e Silva
M - 2024
UP-FEUP
Exploring Label Efficiency with Semi-Supervision and Self-Supervision Method
Francisco Gonçalves Cerqueira
M - 2024
UP-FEUP
