Pablo V. A. Barros
Orcid: 0000-0002-6517-682XAffiliations:
- University of Hamburg, Department of Informatics, Germany
According to our database1,
Pablo V. A. Barros
authored at least 85 papers
between 2012 and 2023.
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Bibliography
2023
Neural Comput. Appl., August, 2023
All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization.
CoRR, 2023
2022
Adapting the Interplay Between Personalized and Generalized Affect Recognition Based on an Unsupervised Neural Framework.
IEEE Trans. Affect. Comput., 2022
All by Myself: Learning individualized competitive behavior with a contrastive reinforcement learning optimization.
Neural Networks, 2022
I am Only Happy When There is Light: The Impact of Environmental Changes on Affective Facial Expressions Recognition.
CoRR, 2022
Across the Universe: Biasing Facial Representations Toward Non-Universal Emotions With the Face-STN.
IEEE Access, 2022
CIAO! A Contrastive Adaptation Mechanism for Non-Universal Facial Expression Recognition.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022
2021
Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data.
IEEE Trans. Affect. Comput., 2021
Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits.
Int. J. Soc. Robotics, 2021
You Were Always on My Mind: Introducing Chef's Hat and COPPER for Personalized Reinforcement Learning.
Frontiers Robotics AI, 2021
Expert Syst. Appl., 2021
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021
Proceedings of the Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction, 2021
I Only Have Eyes for You: The Impact of Masks on Convolutional-Based Facial Expression Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
The FaceChannel: A Fast and Furious Deep Neural Network for Facial Expression Recognition.
SN Comput. Sci., 2020
Understanding auditory representations of emotional expressions with neural networks.
Neural Comput. Appl., 2020
Affect-Driven Modelling of Robot Personality for Collaborative Human-Robot Interactions.
CoRR, 2020
The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition.
CoRR, 2020
Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Social Robotics - 12th International Conference, 2020
Learning from Learners: Adapting Reinforcement Learning Agents to be Competitive in a Card Game.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model.
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020
Improving Emotional Expression Recognition of Robots Using Regions of Interest from Human Data.
Proceedings of the Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction, 2020
The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
2019
Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification.
Frontiers Robotics AI, 2019
What can computational models learn from human selective attention? A review from an audiovisual crossmodal perspective.
CoRR, 2019
CoRR, 2019
Exploring Low-level and High-level Transfer Learning for Multi-task Facial Recognition with a Semi-supervised Neural Network.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
The Conditional Boundary Equilibrium Generative Adversarial Network and its Application to Facial Attributes.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019
2018
Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution.
CoRR, 2018
CoRR, 2018
Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception.
CoRR, 2018
Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018
A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition.
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
PhD thesis, 2017
An analysis of Convolutional Long Short-Term Memory Recurrent Neural Networks for gesture recognition.
Neurocomputing, 2017
Neurocomputing, 2017
Comput. Vis. Image Underst., 2017
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Teaching emotion expressions to a human companion robot using deep neural architectures.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics, 2017
Proceedings of the 5th International Conference on Human Agent Interaction, 2017
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
Adapt. Behav., 2016
Proceedings of the RoboCup 2016: Robot World Cup XX [Leipzig, Germany, June 30, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent Neural Network.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Multimodal emotional state recognition using sequence-dependent deep hierarchical features.
Neural Networks, 2015
Recognizing complex mental states with deep hierarchical features for Human-Robot Interaction.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Emotional expression recognition with a cross-channel convolutional neural network for human-robot interaction.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Real-time gesture recognition using a humanoid robot with a deep neural architecture.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
2013
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013
2012
Proceedings of the 11th Brazilian Symposium on Human Factors in Computing Systems, 2012