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Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes



Wilson Silva , Maria Carvalho , Carlos Mavioso , Maria J. Cardoso , Jaime S. Cardoso


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A survey on attention mechanisms for medical applications: are we moving towards better algorithms?



Tiago Gonçalves , Isabel Rio-Torto , Luís F. Teixeira , Jaime S. Cardoso

* Pre-print submitted to Nature Scientific Reports 

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Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector



Pedro Costa , Yongpan Fu , João Nunes , Aurélio Campilho , Jaime S. Cardoso


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Myope Models -- Are face presentation attack detection models short-sighted?



Pedro C. Neto , Ana F. Sequeira , Jaime S. Cardoso

* Accepted at the 2ND WORKSHOP ON EXPLAINABLE & INTERPRETABLE ARTIFICIAL INTELLIGENCE FOR BIOMETRICS AT WACV 2022 

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FocusFace: Multi-task Contrastive Learning for Masked Face Recognition



Pedro C. Neto , Fadi Boutros , João Ribeiro Pinto , Naser Damer , Ana F. Sequeira , Jaime S. Cardoso

* Accepted at the 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021 

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My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition



Pedro C. Neto , Fadi Boutros , João Ribeiro Pinto , Mohsen Saffari , Naser Damer , Ana F. Sequeira , Jaime S. Cardoso

* Accepted at 20th International Conference of the Biometrics Special Interest Group (BIOSIG 2021) 

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MFR 2021: Masked Face Recognition Competition



Fadi Boutros , Naser Damer , Jan Niklas Kolf , Kiran Raja , Florian Kirchbuchner , Raghavendra Ramachandra , Arjan Kuijper , Pengcheng Fang , Chao Zhang , Fei Wang , David Montero , Naiara Aginako , Basilio Sierra , Marcos Nieto , Mustafa Ekrem Erakin , Ugur Demir , Hazim Kemal , Ekenel , Asaki Kataoka , Kohei Ichikawa , Shizuma Kubo , Jie Zhang , Mingjie He , Dan Han , Shiguang Shan , Klemen Grm , Vitomir Štruc , Sachith Seneviratne , Nuran Kasthuriarachchi , Sanka Rasnayaka , Pedro C. Neto , Ana F. Sequeira , Joao Ribeiro Pinto , Mohsen Saffari , Jaime S. Cardoso

* Accepted at International Join Conference on Biometrics (IJCB 2021) 

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Tackling unsupervised multi-source domain adaptation with optimism and consistency



Diogo Pernes , Jaime S. Cardoso


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