Wermter's publications with Knowledge Technology
Publications in 2020
Neural Computing and Applications, Volume 32, Number 4, pages 1007–1022, doi:10.1007/s00521-018-3869-3 - Feb 2020.

What Can Computational Models Learn From Human Selective Attention? A Review From an Audiovisual Unimodal and Crossmodal Perspective


Frontiers in Integrative Neuroscience, Volume 14, Number 10, pages 10, doi:10.3389/fnint.2020.00010 - Feb 2020.

Springer International Publishing, doi:10.1007/978-3-030-61609-0 - 2020.
Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN’20), pages 591--596 - 2020.
Publications in 2019
Frontiers in Robotics and AI, Volume 6, Number 137, doi:https://doi.org/10.3389/frobt.2019.00137 - Dec 2019.

Frontiers in Neurorobotics, Volume 13, Number 93, doi:10.3389/fnbot.2019.00093 - Nov 2019.

Exploring Low-level and High-level Transfer Learning for Multi-task Facial Recognition with a Semi-supervised Neural Network


2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 1378--1384, doi:10.1109/IROS40897.2019.8968243 - Nov 2019.
From Semantics to Execution: Integrating Action Planning With Reinforcement Learning for Robotic Causal Problem-Solving


Frontiers in Robotics and AI, Volume 6, pages 123, doi:doi.org/10.3389/frobt.2019.00123 - Nov 2019.

Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones


International Conference on Social Robotics (ICSR 2019), pages 358--367, doi:10.1007/978-3-030-35888-4_33 - Nov 2019.
Artificial Neural Networks and Machine Learning – ICANN 2019, pages 7-18, doi:10.1007/978-3-030-30493-5_1 - Sep 2019.
Frontiers in Neurorobotics, pages submitted, doi:10.1101/775403 - Sep 2019.
Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples


Artificial Neural Networks and Machine Learning – ICANN 2019, pages 685--696, doi:10.1007/978-3-030-30508-6_54 - Sep 2019.
The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), doi:10.21437/Interspeech.2019-1393 - Sep 2019.

Artificial Neural Networks and Machine Learning – ICANN 2019, pages 611-623, doi:10.1007/978-3-030-30487-4_47 - Sep 2019.
Predictive Auxiliary Variational Autoencoder for Representation Learning of Global Speech Characteristics


The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), doi:10.21437/Interspeech.2019-2845 - Sep 2019.

Proceedings of the IEEE Conference on Affective Computing and Intelligent Interaction (ACII), pages 311--317, doi:10.1109/ACII.2019.8925530 - Sep 2019.
Frontiers in Robotics and AI, Volume 6, Number 72, doi:https://doi.org/10.3389/frobt.2019.00072 - Aug 2019.

2019 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), pages 183--188, doi:10.1109/DEVLRN.2019.8850721 - Aug 2019.
Efficient Intrinsically Motivated Robotic Grasping with Learning-Adaptive Imagination in Latent Space


Proceedings of the Ninth Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL-EpiRob), pages 240--246, doi:10.1109/DEVLRN.2019.8850723 - Aug 2019.
2019 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), pages 13--18, doi:10.1109/DEVLRN.2019.8850683 - Aug 2019.