Siqueira's publications with Knowledge Technology

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(11 publications found during search )
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Publications in 2022
A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning
Gerald Schwiebert , Cornelius Weber , Leyuan Qu , Henrique Siqueira , Stefan Wermter
LREC - 13th Conference on Language Resources and Evaluation Palais du Pharo - Marseille, June 20-25, 2022 , doi: - https://arxiv.org/abs/2202.13403 - May 2022
A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning
Gerald Schwiebert , Cornelius Weber , Leyuan Qu , Henrique Siqueira , Stefan Wermter
arXiv , pages 2202.13403, - Feb 2022 Open Access
Publications in 2020
Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits
Antonio Andriella , Henrique Siqueira , Di Fu , Sven Magg , Pablo Barros , Stefan Wermter , Carme Torras , Guillem Alenyà
International Journal of Social Robotics , Number 13, pages pages 2081–2102, doi: 10.1007/s12369-020-00690-5 - Oct 2020 Open Access
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks
Henrique Siqueira , Sven Magg , Stefan Wermter
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) , pages 1--1, doi: 10.1609/aaai.v34i04.6037 - Feb 2020 Open Access
Publications in 2019
Facial Expression Editing with Continuous Emotion Labels
Alexandra Lindt , Pablo Barros , Henrique Siqueira , Stefan Wermter
2019 14th IEEE International Conference on Automatic Face Gesture Recognition (FG 2019) , pages 1--8, doi: 10.1109/FG.2019.8756558 - May 2019
Publications in 2018
An Adaptive Neural Approach Based on Ensemble and Multitask Learning for Affect Recognition
Henrique Siqueira
International Ph.D. Conference on Safe and Social Robotics (SSR) , - 2018
Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue
Henrique Siqueira , Alexander Sutherland , Pablo Barros , Matthias Kerzel , Sven Magg , Stefan Wermter
IEEE-RAS International Conference on Humanoid Robots (Humanoids) , pages 433--440, doi: 10.1109/HUMANOIDS.2018.8625012 - Nov 2018
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions
Henrique Siqueira , Pablo Barros , Sven Magg , Stefan Wermter
IEEE/RSJ International Conference on Intelligent Robots and Systems , pages 1563--1568, doi: 10.1109/IROS.2018.8594276 - Oct 2018
The OMG-Emotion Behavior Dataset
Pablo Barros , Nikhil Churamani , Egor Lakomkin , Henrique Siqueira , Alexander Sutherland , Stefan Wermter
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2018) , pages 1408--1414, doi: arXiv:1803.05434v2 - Jul 2018
A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition
Henrique Siqueira , Pablo Barros , Sven Magg , Cornelius Weber , Stefan Wermter
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) , pages 1--6, - Apr 2018
Publications in 2016
Understanding How Deep Neural Networks Learn Face Expressions
Nima Mousavi , Henrique Siqueira , Pablo Barros , Bruno Fernandes , Stefan Wermter
International Joint Conference on Neural Networks (IJCNN) , pages 227--234, doi: 10.1109/IJCNN.2016.7727203 - Jul 2016