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Supervised
thesis

Supervised thesis by Jaime Cardoso

Explainable and Interpretable Face Presentation Attack Detection Methods

Author Murilo Leite Nóbrega

Degree MSc

Year 2021

Institution UP-FEUP

Generative XAI in Computer-Aided Detection of Glaucoma Risk

Author Pedro António Ferreira Cardoso Videira Lopes

Degree MSc

Year 2021

Institution UP-FEUP

Label-efficient learning of LiDAR-based perception models for autonomous driving

Author Bernardo Magina Madureira Palha de Araújo

Degree MSc

Year 2021

Institution UP-FEUP

A privacy-preserving framework for case-based interpretability in machine learning

Author Maria Helena Sampaio de Mendonça Montenegro e Almeida

Degree MSc

Year 2021

Institution UP-FEUP

Deep Learning for Backscatter Classification

Author Martim Gil Reis Chaves

Degree MSc

Year 2021

Institution UP-FEUP

Machine learning in the diagnosis of disorders of consciousness using SMART

Author Manuel José Pereira Curral

Degree MSc

Year 2021

Institution UP-FEUP

Solving Sparse-Reward Problems in Robot Manipulation Tasks using Deep Reinforcement Learning

Author Eduardo Miguel Lage Dixo Sousa

Degree MSc

Year 2021

Institution UP-FEUP

Machine Learning para Segmentação de Lesões de Esclerose Múltipla em Imagens de Ressonância Magnética

Author Isabella Medeiros de Sousa

Degree MSc

Year 2021

Institution UP-FEUP

Automotive Interior Sensing: Human Interaction Recognition

Author Maria Carolina Silva Teixeira Pinto

Degree MSc

Year 2021

Institution UP-FEUP

Multimodal Cervical Cancer Diagnosis: Deep Learning for Automatic Decision Support

Author Tomé Mendes Albuquerque

Degree MSc

Year 2021

Institution UP-FEUP

Learning from multi-entity data

Author Diogo Pernes da Cunha

Degree MSc

Year 2021

Institution UP-FEUP

Novel Tools for Quantification and Automatic Classification of Behavior in Laboratory Animals - Advancing Computational Ethology

Author Ana Filipa Domingues Gerós

Degree MSc

Year 2021

Institution UP-FEUP

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