Weber's publications with Knowledge Technology
Publications in 2020
INTERSPEECH2020 - Oct 2020.

Variational Autoencoder with Global- and Medium Timescale Auxiliaries for Emotion Recognition from Speech


International Conference on Artificial Neural Networks (ICANN), Volume LNCS 12396, pages 529-540, doi:10.1007/978-3-030-61609-0_42 - Oct 2020.
Frontiers in Neurorobotics, doi:10.3389/fnbot.2020.00052 - Jul 2020.
Proceedings of The 12th Language Resources and Evaluation Conference (LREC 2020), pages 620--627, doi:https://www.aclweb.org/anthology/2020.lrec-1.78 - May 2020.

Improving Robot Dual-System Motor Learning with Intrinsically Motivated Meta-Control and Latent-Space Experience Imagination


Robotics and Autonomous Systems, Volume 133, pages 103630, doi:10.1016/j.robot.2020.103630 - Apr 2020.

IEEE Transactions on Cognitive and Developmental Systems, Volume 12, Number 2, pages 169--178, doi:10.1109/TCDS.2019.2906685 - Apr 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.

International Conference on Artificial Neural Networks (ICANN), Volume LNCS 12397, pages 786-797 - 2020.
Publications in 2019
Frontiers in Neurorobotics, Volume 13, Number 93, doi:10.3389/fnbot.2019.00093 - 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 - Sep 2019.

The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), doi:10.21437/Interspeech.2019-1393 - Sep 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.
Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning


Proceedings of the International Joint Conference on Neural Networks (IJCNN), doi:10.1109/IJCNN.2019.8852254 - Jul 2019.
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2019), doi:10.1109/IJCNN.2019.8851865 - Jul 2019.
2019 IEEE International Conference on Robotics and Automation (ICRA), doi:10.1109/ICRA.2019.8793770 - May 2019.
2019 IEEE International Conference on Robotics and Automation (ICRA), pages 7976--7982, doi:10.1109/ICRA.2019.8794468 - May 2019.
Deep Intrinsically Motivated Continuous Actor-Critic for Efficient Robotic Visuomotor Skill Learning


Paladyn. Journal of Behavioral Robotics, Volume 10, Number 1, pages 14--29, doi:10.1515/pjbr-2019-0005 - Jan 2019.

Predictive Auxiliary Variational Autoencoder for Representation Learning of Global Speech Characteristics

The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) - 2019.

Publications in 2018
Paladyn. Journal of Behavioral Robotics, Volume 9, pages 358-373, doi:10.1515/pjbr-2018-0026 - Nov 2018.
