Wilson Silva

Orcid: 0000-0002-4080-9328

According to our database¹, Wilson Silva authored at least 21 papers between 2018 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2023

Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition.

[BibT_eX]

[DOI]

Mafalda Falcão Ferreira

Ricardo Gamelas Sousa

Mach. Vis. Appl., 2023

Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data.

[BibT_eX]

[DOI]

Valentina Corbetta

Regina Beets-Tan

Wilson Silva

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Deep Learning Strategies For Rare Drug Mechanism of Action Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Assertive Wiki: An Experience Report In The Industry on the Redesign of Software Requirements Documentation.

[BibT_eX]

[DOI]

Proceedings of the 2023 12th International Conference on Software and Information Engineering, 2023

Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes

[BibT_eX]

[DOI]

Wilson Silva

PhD thesis, 2022

Explainable Biometrics in the Age of Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.

[BibT_eX]

[DOI]

IEEE Access, 2022

Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations.

[BibT_eX]

[DOI]

Helena Montenegro

Wilson Silva

Jaime S. Cardoso

Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022

Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization.

[BibT_eX]

[DOI]

Diogo Mata

Wilson Silva

Jaime S. Cardoso

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2021

An exploratory study of interpretability for face presentation attack detection.

[BibT_eX]

[DOI]

IET Biom., 2021

Towards Privacy-preserving Explanations in Medical Image Analysis.

[BibT_eX]

[DOI]

Helena Montenegro

Wilson Silva

Jaime S. Cardoso

CoRR, 2021

Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis.

[BibT_eX]

[DOI]

Helena Montenegro

Wilson Silva

Jaime S. Cardoso

IEEE Access, 2021

2020

Interpretability-Guided Content-Based Medical Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.

[BibT_eX]

[DOI]

Jaime S. Cardoso

Hien Van Nguyen

Nicholas Heller

Pedro Henriques Abreu

Samaneh Abbasi-Sureshjani

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated?

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

2019

Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

How to produce complementary explanations using an Ensemble Model.

[BibT_eX]

[DOI]

Wilson Silva

Kelwin Fernandes

Jaime S. Cardoso

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Towards Complementary Explanations Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

A Uniform Performance Index for Ordinal Classification with Imbalanced Classes.

[BibT_eX]

[DOI]

Wilson Silva

João Ribeiro Pinto

Jaime S. Cardoso

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Wilson Silva

Timeline

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