Wilson Silva

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 22

Top Topics

Attack Detection

Privacy Sensitive

Medical Image Retrieval

Top Venues

Publications

Rhuan Viana, Rebecca Souza, Wilson Silva, Flávia Oliveira, Leonardo Tiago, Lennon Chaves
Assertive Wiki: An Experience Report In The Industry on the Redesign of Software Requirements Documentation. ICSIE (2023)
Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva
Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data. ICMLA (2023)
Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. Mach. Vis. Appl. 34 (1) (2023)
Valentina Corbetta, Regina Beets-Tan, Wilson Silva
Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data. MLMI@MICCAI (1) (2023)
Gonçalo Ferreira, Marco Teixeira, Raquel Belo, Wilson Silva, Jaime S. Cardoso
Deep Learning Strategies For Rare Drug Mechanism of Action Prediction. IJCNN (2023)
Valentina Corbetta, Regina Beets-Tan, Wilson Silva
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data. CoRR (2023)
Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes. IbPRIA (2022)
Pedro C. Neto, Tiago Gonçalves, João Ribeiro Pinto, Wilson Silva, Ana F. Sequeira, Arun Ross, Jaime S. Cardoso
Explainable Biometrics in the Age of Deep Learning. CoRR (2022)
Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy. IEEE Access 10 (2022)
Diogo Mata, Wilson Silva, Jaime S. Cardoso
Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization. IbPRIA (2022)
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations. MAD@MICCAI (2022)
Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes. CoRR (2022)
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis. IEEE Access 9 (2021)
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
Towards Privacy-preserving Explanations in Medical Image Analysis. CoRR (2021)
Ana F. Sequeira, Tiago Gonçalves, Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso
An exploratory study of interpretability for face presentation attack detection. IET Biom. 10 (4) (2021)
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Wilson Silva, Alexander Pollinger, Jaime S. Cardoso, Mauricio Reyes
Interpretability-Guided Content-Based Medical Image Retrieval. MICCAI (1) (2020)
Ana F. Sequeira, Wilson Silva, João Ribeiro Pinto, Tiago Gonçalves, Jaime S. Cardoso
Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated? IWBF (2020)
Wilson Silva, Kelwin Fernandes, Jaime S. Cardoso
How to produce complementary explanations using an Ensemble Model. IJCNN (2019)
Wilson Silva, Eduardo Castro, Maria João Cardoso, Florian Fitzal, Jaime S. Cardoso
Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes. ISBI (2019)
Wilson Silva, Kelwin Fernandes, Maria João Cardoso, Jaime S. Cardoso
Towards Complementary Explanations Using Deep Neural Networks. MLCN/DLF/iMIMIC@MICCAI (2018)
Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso
A Uniform Performance Index for Ordinal Classification with Imbalanced Classes. IJCNN (2018)