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A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition



Henrique Siqueira , Pablo Barros , Sven Magg , Cornelius Weber , Stefan Wermter


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Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue



Henrique Siqueira , Alexander Sutherland , Pablo Barros , Mattias Kerzel , Sven Magg , Stefan Wermter


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An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions



Henrique Siqueira , Pablo Barros , Sven Magg , Stefan Wermter


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Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks



Henrique Siqueira , Sven Magg , Stefan Wermter

* Accepted at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 1-1, New York, USA 

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Enriching Existing Conversational Emotion Datasets with Dialogue Acts using Neural Annotators



Chandrakant Bothe , Cornelius Weber , Sven Magg , Stefan Wermter

* Submitted to LREC 2020 

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Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks



Sayantan Auddy , Sven Magg , Stefan Wermter

* In: Proceedings of the Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), Oslo, Norway, Aug. 19-22, 2019 

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Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples



Marcus Soll , Tobias Hinz , Sven Magg , Stefan Wermter

* Published at the International Conference on Artificial Neural Networks (ICANN) 2019 

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Improving interactive reinforcement learning: What makes a good teacher?



Francisco Cruz , Sven Magg , Yukie Nagai , Stefan Wermter

* Connection Science, Vol. 30, Nr. 3, 2018 
* 21 pages, 12 figures 

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KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos



Egor Lakomkin , Sven Magg , Cornelius Weber , Stefan Wermter

* Accepted at the Conference on Empirical Methods in Natural Language Processing 2018, Brussels, Belgium 

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