Barros's publications with Knowledge Technology

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Publications in 2020
ASFMBWTA20
Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits   Andriella2020_Article_DoIHaveAPersonalityEndowingCar.pdf http://dx.doi.org/10.1007/s12369-020-00690-5
Antonio Andriella, Henrique Siqueira, Di Fu, Sven Magg, Pablo Barros, Stefan Wermter, Carme Torras, Guillem Alenyŕ
International Journal of Social Robotics, doi:10.1007/s12369-020-00690-5 - Oct 2020. Open Access
WBHW20
Understanding auditory representations of emotional expressions with neural networks   10.1007_s00521-018-3869-3.pdf http://dx.doi.org/10.1007/s00521-018-3869-3
Iris Wieser, Pablo Barros, Stefan Heinrich, Stefan Wermter
Neural Computing and Applications, Volume 32, Number 4, pages 1007–1022, doi:10.1007/s00521-018-3869-3 - Feb 2020. Open Access
FWYKNBWLW20
What Can Computational Models Learn From Human Selective Attention? A Review From an Audiovisual Unimodal and Crossmodal Perspective   2020Fu_et_al_fnint-14-00010.pdf http://dx.doi.org/10.3389/fnint.2020.00010
Di Fu, Cornelius Weber, Guochun Yang, Matthias Kerzel, Weizhi Nan, Pablo Barros, Haiyan Wu, Xun Liu, Stefan Wermter
Frontiers in Integrative Neuroscience, Volume 14, Number 10, pages 10, doi:10.3389/fnint.2020.00010 - Feb 2020. Open Access
BBW20
Adapting the Interplay between Personalized and Generalized Affect Recognition based on an Unsupervised Neural Framework   barros2020.pdf http://dx.doi.org/10.1109/TAFFC.2020.3002657
Pablo Barros, Emilia Barakova, Stefan Wermter
IEEE Transactions on Affective Computing, doi:10.1109/TAFFC.2020.3002657 - 2020. Open Access
 
Publications in 2019
BEPWL19
Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification   frobt-06-00137.pdf http://dx.doi.org/https://doi.org/10.3389/frobt.2019.00137
Pablo Barros, Manfred Eppe, German I. Parisi, Stefan Wermter, Xun Liu
Frontiers in Robotics and AI, Volume 6, Number 137, doi:https://doi.org/10.3389/frobt.2019.00137 - Dec 2019. Open Access
BFKW19
Exploring Low-level and High-level Transfer Learning for Multi-task Facial Recognition with a Semi-supervised Neural Network   ErikF_IROS2019.pdf http://dx.doi.org/10.1109/IROS40897.2019.8968243
Pablo Barros, Erik Fliesswasser, Matthias Kerzel, Stefan Wermter
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 1378--1384, doi:10.1109/IROS40897.2019.8968243 - Nov 2019.
EBPW19
Emotion Recognition from Body Expressions with a Neural Network Architecture   EmotionRecognitionfromBodyExpressionsWithANeuralNetworkArchitecture.pdf http://dx.doi.org/10.1145/3125739.3125772
Nourhan Elfaramawy, Pablo Barros, German I. Parisi, Stefan Wermter
HAI '17: Proceedings of the 5th International Conference on Human Agent Interaction, pages 143--149, doi:10.1145/3125739.3125772 - Oct 2019.
BCLW19
The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling   OMG_Empathy___ACII (4).pdf http://dx.doi.org/10.1109/ACII.2019.8925530
Pablo Barros, Nikhil Churamani, Angelica Lim, Stefan Wermter
Proceedings of the IEEE Conference on Affective Computing and Intelligent Interaction (ACII), pages 311--317, doi:10.1109/ACII.2019.8925530 - Sep 2019.
BWS19a
Towards Learning How to Properly Play UNO with the iCub Robot   1908.00744.pdf
Pablo Barros, Stefan Wermter, Alessandra Sciutti
Workshop on Naturalistic Non-Verbal and Affective Human-Robot Interactions (ICDL-EpiRob 2019) - Aug 2019. Open Access
MBEW19
The Conditional Boundary Equilibrium Generative Adversarial Network and its Application to Facial Attributes   TheConditionalBoundaryEquilibriumGenerativeAdversarialNetworkAndItsApplicationToFacialAttributes.pdf http://dx.doi.org/10.1109/IJCNN.2019.8852164
Ahmed Marzouk, Pablo Barros, Manfred Eppe, Stefan Wermter
2019 International Joint Conference on Neural Networks (IJCNN), doi:10.1109/IJCNN.2019.8852164 - Jul 2019.
BPW19
A Personalized Affective Memory Model for Improving Emotion Recognition   barros19a.pdf
Pablo Barros, German I. Parisi, Stefan Wermter
Proceedings of Machine Learning Research, pages 485-494 - Jun 2019. Open Access
LBSW19
Facial Expression Editing with Continuous Emotion Labels   LBSW19.pdf http://dx.doi.org/10.1109/FG.2019.8756558
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
SSBKMW18
Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue   SSBKMW18.pdf http://dx.doi.org/10.1109/HUMANOIDS.2018.8625012
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.
PBFMLWW18
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments   1802.10408.pdf http://dx.doi.org/10.1109/IROS.2018.8594036
German I. Parisi, Pablo Barros, Di Fu, Sven Magg, Xun Liu, Stefan Wermter, Haiyan Wu
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 2330--2335, doi:10.1109/IROS.2018.8594036 - Oct 2018. Open Access
SBMW18
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions   SBMW18.pdf http://dx.doi.org/10.1109/IROS.2018.8594276
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.
FBPWMLW18
Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution   1810.06748.pdf
Di Fu, Pablo Barros, German I. Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter
IROS 2018 Workshop on Crossmodal Learning for Intelligent Robotics - Oct 2018.
SBW18
De-noise-GAN: De-noising Images to Improve RoboCup Soccer Ball Detection   SBW_18.pdf http://dx.doi.org/10.1007/978-3-030-01424-7_72
Daniel Speck, Pablo Barros, Stefan Wermter
Artificial Neural Networks and Machine Learning – ICANN 2018, pages 738-744, doi:10.1007/978-3-030-01424-7_72 - Oct 2018.
CSB18
An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario   Churamani_Affective_Companion_WIAC_Web_WTM.pdf
Nikhil Churamani, Alexander Sutherland, Pablo Barros
Proceedings of the Workshop on Intelligent Assistive Computing, IEEE World Congress on Computational Intelligence (WCCI) 2018 arxiv.:1807.09825 - Jul 2018. Open Access
BPFLW18
Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network   bare_conf.pdf
Pablo Barros, German I. Parisi, Di Fu, Xun Liu, Stefan Wermter
International Joint Conference on Neural Networks (IJCNN/WCCI), pages 5314-5321 - Jul 2018.
CBSW18
Learning Empathy-Driven Emotion Expressions using Affective Modulations   Churamani_Learning_Empathy_Driven_Web_WTM.pdf http://dx.doi.org/10.1109/IJCNN.2018.8489158
Nikhil Churamani, Pablo Barros, Erik Strahl, Stefan Wermter
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2018) , pages 1400--1407, doi:10.1109/IJCNN.2018.8489158 - Jul 2018.

Display the complete list (54 publications)
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