Desenvolvendo soluções com interface baseada em voz. - Alexandre M. A. Maciel; Rodrigo L. Rodrigues; Pablo V. A. Barros; Edson C. B. Carvalho Filho (IHC (Companion), 2012)

An Effective Dynamic Gesture Recognition System Based on the Feature Vector Reduction for SURF and LCS. - Pablo V. A. Barros; Nestor T. M. Junior; Juvenal M. M. Bisneto; Bruno J. T. Fernandes; Byron L. D. Bezerra; Sérgio M. M. Fernandes (ICANN, 2013)

Convexity local contour sequences for gesture recognition. - Pablo V. A. Barros; Nestor T. M. Junior; Juvenal M. M. Bisneto; Bruno J. T. Fernandes; Byron L. D. Bezerra; Sérgio M. M. Fernandes (SAC, 2013)

FINGeR: Framework for interactive neural-based gesture recognition. - German Ignacio Parisi; Pablo V. A. Barros; Stefan Wermter (ESANN, 2014)

Real-time gesture recognition using a humanoid robot with a deep neural architecture. - Pablo V. A. Barros; German Ignacio Parisi; Doreen Jirak; Stefan Wermter (Humanoids, 2014)

A Multichannel Convolutional Neural Network for Hand Posture Recognition. - Pablo V. A. Barros; Sven Magg; Cornelius Weber; Stefan Wermter (ICANN, 2014)

Dynamic gesture recognition using Echo State Networks. - Doreen Jirak; Pablo V. A. Barros; Stefan Wermter (ESANN, 2015)

Learning objects from RGB-D sensors using point cloud-based neural networks. - Marcelo Borghetti Soares; Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (ESANN, 2015)

Emotional expression recognition with a cross-channel convolutional neural network for human-robot interaction. - Pablo V. A. Barros; Cornelius Weber; Stefan Wermter (Humanoids, 2015)

Face expression recognition with a 2-channel Convolutional Neural Network. - Dennis Hamester; Pablo V. A. Barros; Stefan Wermter (IJCNN, 2015)

Recognizing complex mental states with deep hierarchical features for Human-Robot Interaction. - Pablo V. A. Barros; Stefan Wermter (IROS, 2015)

Multimodal emotional state recognition using sequence-dependent deep hierarchical features. - Pablo V. A. Barros; Doreen Jirak; Cornelius Weber; Stefan Wermter (Neural Networks, 2015)

Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent Neural Network. - Eleni Tsironi; Pablo V. A. Barros; Stefan Wermter (ESANN, 2016)

The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks. - Tobias Hinz; Pablo V. A. Barros; Stefan Wermter (ICANN (2), 2016)

Learning auditory neural representations for emotion recognition. - Pablo V. A. Barros; Cornelius Weber; Stefan Wermter (IJCNN, 2016)

Understanding how deep neural networks learn face expressions. - Nima Mousavi; Henrique Siqueira; Pablo V. A. Barros; Bruno J. T. Fernandes; Stefan Wermter (IJCNN, 2016)

Ball Localization for Robocup Soccer Using Convolutional Neural Networks. - Daniel Speck; Pablo V. A. Barros; Cornelius Weber; Stefan Wermter (RoboCup, 2016)

Developing crossmodal expression recognition based on a deep neural model. - Pablo V. A. Barros; Stefan Wermter (Adapt. Behav., 2016)

A Deep Neural Model for Emotion-Driven Multimodal Attention. - German Ignacio Parisi; Pablo V. A. Barros; Haiyan Wu; Guochun Yang; Zhenghan Li; Xun Liu 001; Stefan Wermter (AAAI Spring Symposia, 2017)

Emotion Recognition from Body Expressions with a Neural Network Architecture. - Nourhan Elfaramawy; Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (HAI, 2017)

A computational model of crossmodal processing for conflict resolution. - German Ignacio Parisi; Pablo V. A. Barros; Matthias Kerzel; Haiyan Wu; Guochun Yang; Zhenghan Li; Xun Liu 001; Stefan Wermter (ICDL-EPIROB, 2017)

A self-organizing model for affective memory. - Pablo V. A. Barros; Stefan Wermter (IJCNN, 2017)

Teaching emotion expressions to a human companion robot using deep neural architectures. - Nikhil Churamani; Matthias Kerzel; Erik Strahl; Pablo V. A. Barros; Stefan Wermter (IJCNN, 2017)

Extreme learning machine autoencoder for data augmentation. - Janderson Ferreira; Milla S. A. Ferro; Bruno J. T. Fernandes; Mêuser J. S. Valença; Carmelo José Albanez Bastos Filho; Pablo V. A. Barros (LA-CCI, 2017)

Human action recognition with 3D convolutional neural network. - Tiago Lima; Bruno J. T. Fernandes; Pablo V. A. Barros (LA-CCI, 2017)

A dynamic gesture recognition and prediction system using the convexity approach. - Pablo V. A. Barros; Nestor T. Maciel-Junior; Bruno J. T. Fernandes; Byron L. D. Bezerra; Sérgio M. M. Fernandes (Comput. Vis. Image Underst., 2017)

Emotion-modulated attention improves expression recognition: A deep learning model. - Pablo V. A. Barros; German Ignacio Parisi; Cornelius Weber; Stefan Wermter (Neurocomputing, 2017)

An analysis of Convolutional Long Short-Term Memory Recurrent Neural Networks for gesture recognition. - Eleni Tsironi; Pablo V. A. Barros; Cornelius Weber; Stefan Wermter (Neurocomputing, 2017)

Modeling Affection Mechanisms using Deep and Self-Organizing Neural Networks. - Pablo Vinicius Alves de Barros (2017)

A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. - Henrique Siqueira; Pablo V. A. Barros; Sven Magg; Cornelius Weber; Stefan Wermter (ESANN, 2018)

Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue. - Henrique Siqueira; Alexander Sutherland; Pablo V. A. Barros; Matthias Kerzel; Sven Magg; Stefan Wermter (Humanoids, 2018)

Semi-supervised Model for Emotion Recognition in Speech. - Ingryd Pereira; Diego Santos; Alexandre M. A. Maciel; Pablo V. A. Barros (ICANN (1), 2018)

De-noise-GAN: De-noising Images to Improve RoboCup Soccer Ball Detection. - Daniel Speck; Pablo V. A. Barros; Stefan Wermter (ICANN (3), 2018)

The OMG-Emotion Behavior Dataset. - Pablo V. A. Barros; Nikhil Churamani; Egor Lakomkin; Henrique Siqueira; Alexander Sutherland; Stefan Wermter (IJCNN, 2018)

Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. - Pablo V. A. Barros; German Ignacio Parisi; Di Fu; Xun Liu 001; Stefan Wermter (IJCNN, 2018)

Learning Empathy-Driven Emotion Expressions using Affective Modulations. - Nikhil Churamani; Pablo V. A. Barros; Erik Strahl; Stefan Wermter (IJCNN, 2018)

A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. - German Ignacio Parisi; Pablo V. A. Barros; Di Fu; Sven Magg; Haiyan Wu; Xun Liu 001; Stefan Wermter (IROS, 2018)

An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. - Henrique Siqueira; Pablo V. A. Barros; Sven Magg; Stefan Wermter (IROS, 2018)

Towards Real-Time Ball Localization Using CNNs. - Daniel Speck; Marc Bestmann; Pablo V. A. Barros (RoboCup, 2018)

Expectation Learning for Adaptive Crossmodal Stimuli Association. - Pablo V. A. Barros; German Ignacio Parisi; Di Fu; Xun Liu 001; Stefan Wermter (CoRR, 2018)

Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception. - German Ignacio Parisi; Jonathan Tong; Pablo V. A. Barros; Brigitte Röder; Stefan Wermter (CoRR, 2018)

An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario. - Nikhil Churamani; Alexander Sutherland; Pablo V. A. Barros (CoRR, 2018)

A Deep Neural Model Of Emotion Appraisal. - Pablo V. A. Barros; Emilia I. Barakova; Stefan Wermter (CoRR, 2018)

Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution. - Di Fu; Pablo V. A. Barros; German Ignacio Parisi; Haiyan Wu; Sven Magg; Xun Liu 001; Stefan Wermter (CoRR, 2018)

The OMG-Empathy Dataset: Evaluating the Impact of Affective Behavior in Storytelling. - Pablo V. A. Barros; Nikhil Churamani; Angelica Lim; Stefan Wermter (ACII, 2019)

A Neurorobotic Experiment for Crossmodal Conflict Resolution. - German Ignacio Parisi; Pablo V. A. Barros; Di Fu; Sven Magg; Haiyan Wu; Xun Liu 001; Stefan Wermter (CVPR Workshops, 2019)

Facial Expression Editing with Continuous Emotion Labels. - Alexandra Lindt; Pablo V. A. Barros; Henrique Siqueira; Stefan Wermter (FG, 2019)

A Personalized Affective Memory Model for Improving Emotion Recognition. - Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (ICML, 2019)

The Conditional Boundary Equilibrium Generative Adversarial Network and its Application to Facial Attributes. - Ahmed Marzouk; Pablo V. A. Barros; Manfred Eppe; Stefan Wermter (IJCNN, 2019)

Exploring Low-level and High-level Transfer Learning for Multi-task Facial Recognition with a Semi-supervised Neural Network. - Pablo V. A. Barros; Erik Fließwasser; Matthias Kerzel; Stefan Wermter (IROS, 2019)

A Personalized Affective Memory Neural Model for Improving Emotion Recognition. - Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (CoRR, 2019)

Towards Learning How to Properly Play UNO with the iCub Robot. - Pablo V. A. Barros; Stefan Wermter; Alessandra Sciutti (CoRR, 2019)

What can computational models learn from human selective attention? A review from an audiovisual crossmodal perspective. - Di Fu; Cornelius Weber; Guochun Yang; Matthias Kerzel; Weizhi Nan; Pablo V. A. Barros; Haiyan Wu; Xun Liu 001; Stefan Wermter (CoRR, 2019)

Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification. - Pablo V. A. Barros; Manfred Eppe; German Ignacio Parisi; Xun Liu 001; Stefan Wermter (Frontiers Robotics AI, 2019)

CNN Encoder to Reduce the Dimensionality of Data Image for Motion Planning. - Janderson Ferreira; Agostinho A. F. Júnior; Yves M. Galvão; Bruno J. T. Fernandes; Pablo V. A. Barros (ESANN, 2020)

The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition. - Pablo V. A. Barros; Nikhil Churamani; Alessandra Sciutti (FG, 2020)

Improving Emotional Expression Recognition of Robots Using Regions of Interest from Human Data. - Anne C. Bloem; Emilia I. Barakova; Inge M. Hootsmans; Lena M. Opheij; Romain H. A. Toebosch; Matthias Kerzel; Pablo V. A. Barros (HRI (Companion), 2020)

Moody Learners - Explaining Competitive Behaviour of Reinforcement Learning Agents. - Pablo V. A. Barros; Ana Tanevska; Francisco Cruz 002; Alessandra Sciutti (ICDL-EPIROB, 2020)

Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model. - Janderson Ferreira; Agostinho A. F. Júnior; Yves M. Galvão; Pablo V. A. Barros; Sérgio Murilo Maciel Fernandes; Bruno J. T. Fernandes (ICDL-EPIROB, 2020)

Learning from Learners: Adapting Reinforcement Learning Agents to be Competitive in a Card Game. - Pablo V. A. Barros; Ana Tanevska; Alessandra Sciutti (ICPR, 2020)

Sensing the Partner: Toward Effective Robot Tutoring in Motor Skill Learning. - Giulia Belgiovine; Francesco Rea; Pablo V. A. Barros; Jacopo Zenzeri; Alessandra Sciutti (ICSR, 2020)

It's Food Fight! Introducing the Chef's Hat Card Game for Affective-Aware HRI. - Pablo V. A. Barros; Alessandra Sciutti; Inge M. Hootsmans; Lena M. Opheij; Romain H. A. Toebosch; Emilia I. Barakova (CoRR, 2020)

The Chef's Hat Simulation Environment for Reinforcement-Learning-Based Agents. - Pablo V. A. Barros; Anne C. Bloem; Inge M. Hootsmans; Lena M. Opheij; Romain H. A. Toebosch; Emilia I. Barakova; Alessandra Sciutti (CoRR, 2020)

iCub: Learning Emotion Expressions using Human Reward. - Nikhil Churamani; Francisco Cruz 002; Sascha S. Griffiths; Pablo V. A. Barros (CoRR, 2020)

Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning. - Janderson Ferreira; Agostinho A. F. Júnior; Letícia Castro; Yves M. Galvão; Pablo V. A. Barros; Bruno J. T. Fernandes (CoRR, 2020)

The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition. - Pablo V. A. Barros; Nikhil Churamani; Alessandra Sciutti (CoRR, 2020)

The FaceChannelS: Strike of the Sequences for the AffWild 2 Challenge. - Pablo V. A. Barros; Alessandra Sciutti (CoRR, 2020)

Affect-Driven Modelling of Robot Personality for Collaborative Human-Robot Interactions. - Nikhil Churamani; Pablo V. A. Barros; Hatice Gunes; Stefan Wermter (CoRR, 2020)

Understanding auditory representations of emotional expressions with neural networks. - Iris Wieser; Pablo V. A. Barros; Stefan Heinrich; Stefan Wermter (Neural Comput. Appl., 2020)

The FaceChannel: A Fast and Furious Deep Neural Network for Facial Expression Recognition. - Pablo V. A. Barros; Nikhil Churamani; Alessandra Sciutti (SN Comput. Sci., 2020)

I Only Have Eyes for You: The Impact of Masks on Convolutional-Based Facial Expression Recognition. - Pablo V. A. Barros; Alessandra Sciutti (CVPR Workshops, 2021)

It's Food Fight! Designing the Chef's Hat Card Game for Affective-Aware HRI. - Pablo V. A. Barros; Alessandra Sciutti; Anne C. Bloem; Inge M. Hootsmans; Lena M. Opheij; Romain H. A. Toebosch; Emilia I. Barakova (HRI (Companion), 2021)

Affect-Aware Learning for Social Robots. - Pablo Vinicius Alves de Barros; Ana Tanevska; Alessandra Sciutti (UMAP (Adjunct Publication), 2021)

A Framework for Anomaly Identification Applied on Fall Detection. - Yves M. Galvão; Letícia Portela; Janderson Ferreira; Pablo Barros 001; Roberta Andrade de Araújo Fagundes; Bruno J. T. Fernandes (IEEE Access, 2021)

How Can AI Recognize Pain and Express Empathy. - Siqi Cao; Di Fu; Xu Yang 006; Pablo V. A. Barros; Stefan Wermter; Xun Liu 001; Haiyan Wu (CoRR, 2021)

A multimodal approach using deep learning for fall detection. - Yves M. Galvão; Janderson Ferreira; Vinicius A. Albuquerque; Pablo V. A. Barros; Bruno J. T. Fernandes (Expert Syst. Appl., 2021)

You Were Always on My Mind: Introducing Chef's Hat and COPPER for Personalized Reinforcement Learning. - Pablo V. A. Barros; Anne C. Bloem; Inge M. Hootsmans; Lena M. Opheij; Romain H. A. Toebosch; Emilia I. Barakova; Alessandra Sciutti (Frontiers Robotics AI, 2021)

Do I Have a Personality? Endowing Care Robots with Context-Dependent Personality Traits. - Antonio Andriella; Henrique Siqueira; Di Fu; Sven Magg; Pablo V. A. Barros; Stefan Wermter; Carme Torras; Guillem Alenyà (Int. J. Soc. Robotics, 2021)

Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data. - Pablo V. A. Barros; Stefan Wermter; Ognjen Rudovic; Hatice Gunes (IEEE Trans. Affect. Comput., 2021)

CIAO! A Contrastive Adaptation Mechanism for Non-Universal Facial Expression Recognition. - Pablo V. A. Barros; Alessandra Sciutti (ACII, 2022)

Across the Universe: Biasing Facial Representations Toward Non-Universal Emotions With the Face-STN. - Pablo V. A. Barros; Alessandra Sciutti (IEEE Access, 2022)

I am Only Happy When There is Light: The Impact of Environmental Changes on Affective Facial Expressions Recognition. - Doreen Jirak; Alessandra Sciutti; Pablo V. A. Barros; Francesco Rea (CoRR, 2022)

Affect-Driven Learning of Robot Behaviour for Collaborative Human-Robot Interactions. - Nikhil Churamani; Pablo Barros 001; Hatice Gunes; Stefan Wermter (Frontiers Robotics AI, 2022)

All by Myself: Learning individualized competitive behavior with a contrastive reinforcement learning optimization. - Pablo V. A. Barros; Alessandra Sciutti (Neural Networks, 2022)

Adapting the Interplay Between Personalized and Generalized Affect Recognition Based on an Unsupervised Neural Framework. - Pablo V. A. Barros; Emilia I. Barakova; Stefan Wermter (IEEE Trans. Affect. Comput., 2022)

All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization. - Pablo V. A. Barros; Alessandra Sciutti (CoRR, 2023)

Incorporating rivalry in reinforcement learning for a competitive game. - Pablo V. A. Barros; Özge Nilay Yalçin; Ana Tanevska; Alessandra Sciutti (Neural Comput. Appl., 2023)

Human-aligned reinforcement learning for autonomous agents and robots. - Francisco Cruz 002; Thommen George Karimpanal; Miguel A. Solis; Pablo Barros 001; Richard Dazeley (Neural Comput. Appl., 2023)

Sweet Tweets Are Made of This: Extracting Anonymous Relation of Communities, Vocabularies, and Sentiment on Italian Social Media Interactions. - Pietro Gravino; Emanuele Brugnoli; Pablo Barros 001 (ACII (Workshops and Demos), 2024)

There's no Human in Charge: Playing Chef's Hat with a Large Language Model Based Agent. - Alexandre Pereira; Bruno Fernandes; Pablo Barros 001 (ACII (Workshops and Demos), 2024)

Mullet's Gambit: Explaining Learned Strategies in the Chef's Hat Multiplayer Card Game. - Laura Triglia; Pablo Barros 001; Francesco Rea; Alessandra Sciutti (ACII (Workshops and Demos), 2024)

eXplainable Reinforcement Learning Using Introspection in a Competitive Scenario. - Alfonso Opazo; Angel Ayala; Pablo V. A. Barros; Bruno J. T. Fernandes; Francisco Cruz 002 (LA-CCI, 2024)

The use of reinforcement learning algorithms in object tracking: A systematic literature review. - David Josué Barrientos Rojas; Marie Chantelle Cruz Medina; Bruno J. T. Fernandes; Pablo V. A. Barros (Neurocomputing, 2024)

Workshop Proposal: Dungeons, Neurons, and Dialogues 2 Edition: Social Interaction Dynamics in Contextual Games (DnD-SIDC). - Pablo V. A. Barros; Laura Triglia; Nikhil Churamani; Matthias Kerzel (HRI, 2025)