student orientation

A list of student projects that I advised over the last years

PhD

2020
A Multimodal Approach Using Deep Learning for Fall Detection
Y. Galvao - Universidade de Pernambuco, Recife, Brazil
2026
Active Object Tracking in Non-Overlapping Sequential Camera Systems Using Reinforcement Learning
D. Fuentes - Universidade de Pernambuco, Recife, Brazil

MSc

2015
Gesture Recognition with a Convolutional Long Short Term Memory Recurrent Neural Network
E. Tsironi - Universität Hamburg, Hamburg, Germany
2015
Deep Neural Representation Analisys Through Hierarchical Visualization
N. Mousavi - Universität Hamburg, Hamburg, Germany
2016
Emotion Recognition from Body Expressions with a Recurrent Self-Organizing Neural Architecture
N. Elfaramawy - Universität Hamburg, Hamburg, Germany
2016
Towards Understanding Auditory Representations in Emotional Expressions
I. Wieser - Universität Hamburg, Hamburg, Germany
2017
Reconhecimento de Qudas com uma Rede Convolucional Treinada com Aprendizagem por Reforço
T. Alves - Universidade de Pernambuco, Recife, Brazil
2018
Aprendizagem de ações em um robô através de reforço emocional
R. Almeida - Universidade de Pernambuco, Recife, Brazil
2018
Modelling Affect Core for Social Robot Interaction
N. Churamani - Universität Hamburg, Hamburg, Germany
2018
Integrando Fatores Emocionais ao RATSLAM
J. Barbosa - Universidade de Pernambuco, Recife, Brazil
2018
Uma Rede Convolucional Generativa para Audio Emotivo
I. Vanessa - Universidade de Pernambuco, Recife, Brazil
2018
Multi-Attribute Face Generation Using Conditional BEGAN
A. Elshinawi -
2018
An Unsupervised Hybrid Neural Network for Novelty Detection in Acoustic Event Detection
J. Papmeier - Universität Hamburg, Hamburg, Germany
2018
Transfer Learning of Face Representations Using Semi-supervised Strategies
E. Fliesswasser - Universität Hamburg, Hamburg, Germany
2024
Desenvolvendo Agentes Artificiais Empáticos utilizando Large Language Models (LLMs)
L. Machado - Universidade de Pernambuco, Recife, Brazil
2024
Desvendando os Segredos da IA em Jogos - Explicações Contrafactuais com Insights Introspectivos para Agentes de RL Mais Inteligentes e Transparentes
G. Lima - Universidade de Pernambuco, Recife, Brazil
2024
IA Generativa para Narrações de Jogos Multijogador - Melhorando a Compreensão e o Entretenimento dos Espectadores
N. Cauas - Universidade de Pernambuco, Recife, Brazil

BSc

2014
Sistema de visão computacional estereoscópica aplicado a robótica móvel para reconhecimento e localização de objetos
P. C. Marques - Universidade Federal Rural de Pernambuco, Serra Talhada, Brazil
2016
Ball Tracking for RoboCup Soccer Using Deep Neural Networks
D. Speck - Universität Hamburg, Hamburg, Germany
2017
P300 Classification in EEG Signals Using Ladder Networks
B. Thiede - Universität Hamburg, Hamburg, Germany
2018
Scene Description using Affective Labeling
M. Sewina - Universität Hamburg, Hamburg, Germany
2018
Learning to Recognize Objects through Observation and Active Exploration with the Robot NICO
V. Gryshuk - Universität Hamburg, Hamburg, Germany
2018
Facial Expression Editing using a Conditional Adversarial Autoencoder
A. Lindt - Universität Hamburg, Hamburg, Germany
2019
Supplementation of Training Data for a Robotic Arm using a Parameterized Generative Neural Network
K. Degkwitz - Universität Hamburg, Hamburg, Germany
2019
Attention-based Image Captioning with Recurrent Neural Networks
L. Westphal - Universität Hamburg, Hamburg, Germany
2019
Robots on the Move - An Evaluation of the Combination of Deictic Gesture Interface and Object Recognition with the NICO Robot
T. Kreuzer - Universität Hamburg, Hamburg, Germany
2024
Competitive LLM-based Players for the Chef`s Hat Game
A. Rodrigues - Universidade de Pernambuco, Recife, Brazil