Dissertations

MSc and PhD theses supervised by the group — open for application, in progress, and defended.

Supervised by Bruno Martins, Arlindo L. Oliveira

Open for application MSc

Sign Language Recognition with Large Vision-and-Language Models

Supervised by Bruno Martins, Arlindo L. Oliveira

Open for application MSc

Improving Medical Image Segmentation through Human Feedback and Reward Modeling

Supervised by Arlindo L. Oliveira

Open for application MSc

AI-Driven Pulmonary Function Analysis for Respiratory Screening

Supervised by Arlindo L. Oliveira

Open for application MSc

"Agentification" in a Manufacturing Context

Supervised by Arlindo L. Oliveira

Open for application MSc

Optimization Model for Biomass Plant Control

Supervised by Arlindo L. Oliveira

Open for application MSc

Adaptive Early Vision Networks: Learning Biologically Constrained Front-Ends for Robust Visual Recognition

Supervised by Arlindo L. Oliveira, Tiago Marques

Open for application MSc

Multi-Modal Autoencoder Framework for Predicting Plasma Proteome from Genomic Data Using AlphaGenome

Supervised by Arlindo L. Oliveira, Inês Duarte

Open for application MSc

Enhancing Fine-Grained Perceptual Understanding of Scientific Graphs in Vision Language Models

Supervised by Arlindo L. Oliveira, Hélder Dias

Open for application MSc

Generation of New Scientific Knowledge using LLMs

Supervised by Arlindo L. Oliveira, Vitória Cruz

Open for application MSc

Improving Retrieval Augmented Generation using LLMs

Supervised by Arlindo L. Oliveira

Open for application MSc

Multimodal Document Representation Learning

Supervised by Arlindo L. Oliveira

Open for application MSc

Deep neural network architectures for dual process computation

João Meneses Santos

Supervised by Arlindo L. Oliveira, Bruno Martins

Ongoing MSc

Assessing Large Language Models for information verification in Portuguese

Luís Câmara

Supervised by Arlindo L. Oliveira, Nuno Cardoso

Ongoing MSc

Handling Portuguese Varieties with Pre-Trained Language Models

Rodrigo Laia

Supervised by Bruno Martins, Arlindo L. Oliveira

Ongoing MSc

Reasoning in Large Language Models and the Dual-Process Theory of Cognition

Adrian Graur

Supervised by Arlindo L. Oliveira

Ongoing MSc

An Intelligent Software Agent for Personalized Tutoring

Natan Gloeh

Supervised by Arlindo L. Oliveira

Ongoing MSc

Developing a Sense of Humour in Large Language Models

Duarte Sousa

Supervised by Arlindo L. Oliveira

Ongoing MSc

Unmixing mass spectra using machine learning for species identification

Vasco Paisana

Supervised by Arlindo L. Oliveira

Ongoing MSc

Predicting Frequency and Claims of Health Insurance with Machine Learning techniques

Pedro Octávio Couto Gonçalves

Supervised by Arlindo L. Oliveira, Luís Miguel Veiga Vaz Caldas de Oliveira.

Finished MSc

WeatherIST - iOS application for detailed weather prevision in Continental Portugal

Tiago João Alves Duarte

Supervised by Arlindo L. Oliveira

Finished MSc

Imputation Techniques for Clinical Data of Ischemic Stroke Patients

Filipa de Matos Marques

Supervised by Arlindo L. Oliveira, Alexandre Paulo Lourenço Francisco.

Finished MSc

Applying Deep Learning to Medical Images

Ricardo Jorge da Silva Diniz

Supervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.

Finished MSc

Automated Assessment of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks

Dinis Lourenço Tavares Rodrigues

Supervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.

Finished MSc

Deep Convolutional Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation

João Lourenço Coelho da Silva

Supervised by Arlindo L. Oliveira, Mário Alexandre Teles de Figueiredo.

Finished MSc