Wermter's publications with Knowledge Technology

Author: Title: Year:

Display:   Include master thesis, manuals...

Display the complete list (359 publications)
1   2   3   4   5   6   7   8   9   10   11   12   13   14   15     »
 
Publications in 2019
PKPKW19
Continual lifelong learning with neural networks: A review   Parisi-2019_Continual-lifelong-learning-with-NN-review.pdf http://dx.doi.org/10.1016/j.neunet.2019.01.012
German I. Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter
Neural Networks, Volume 113, pages 54--71, doi:10.1016/j.neunet.2019.01.012 - May 2019. Open Access
HHW19
Generating Multiple Objects at Spatially Distinct Locations   Generating Multiple Objects at Spatially Distinct Locations.pdf
Tobias Hinz, Stefan Heinrich, Stefan Wermter
International Conference on Learning Representations - May 2019. Open Access
HSKKW19
Continuous convolutional object tracking in developmental robot scenarios   http://dx.doi.org/10.1016/j.neucom.2018.10.086
Stefan Heinrich, Peer Springstübe, Tobias Knöppler, Matthias Kerzel, Stefan Wermter
Neurocomputing, pages 8, doi:10.1016/j.neucom.2018.10.086 - Feb 2019. Open Access
LJW19
Localizing Salient Body Motion in Multi-Person Scenes Using Convolutional Neural Networks   1-s2.0-S0925231218313791-main.pdf http://dx.doi.org/10.1016/j.neucom.2018.11.048
Florian Letsch, Doreen Jirak, Stefan Wermter
Neurocomputing, Volume 330, pages 449--464, doi:10.1016/j.neucom.2018.11.048 - Feb 2019. Open Access
HWKW19
Deep Intrinsically Motivated Continuous Actor-Critic for Efficient Robotic Visuomotor Skill Learning   Deep intrinsically motivated continuous actor-critic for eflcient robotic visuomotor skill learning.pdf http://dx.doi.org/10.1515/pjbr-2019-0005
Burhan Hafez, Cornelius Weber, Matthias Kerzel, Stefan Wermter
Paladyn. Journal of Behavioral Robotics, Volume 10, Number 1, pages 14--29, doi:10.1515/pjbr-2019-0005 - Jan 2019. Open Access
DLW19
Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source Localization   08371531.pdf http://dx.doi.org/10.1109/TNNLS.2018.2830119
Jorge Dávila-Chacón, Jindong Liu, Stefan Wermter
IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Number 1, pages 138--150, doi:10.1109/TNNLS.2018.2830119 - Jan 2019. Open Access
 
Publications in 2018
PW18
On the role of neurogenesis in overcoming catastrophic forgetting   http://dx.doi.org/https://arxiv.org/abs/1811.02113
German I. Parisi, Stefan Wermter
NIPS'18 Workshop on Continual Learning, Montreal, Canada, doi:https://arxiv.org/abs/1811.02113 - Dec 2018.
WBHW18
Understanding auditory representations of emotional expressions with neural networks   Wieser_NCAA_2018.pdf http://dx.doi.org/10.1007/s00521-018-3869-3
Iris Wieser, Pablo Barros, Stefan Heinrich, Stefan Wermter
Neural Computing and Applications, Volume online, pages 16, doi:10.1007/s00521-018-3869-3 - Dec 2018. Open Access
ZMWFW18
Deep Reinforcement Learning using Compositional Representations for Performing Instructions   pjbr-2018-0026.pdf
Mohammad Ali Zamani, Sven Magg, Cornelius Weber, Di Fu, Stefan Wermter
Paladyn. Journal of Behavioral Robotics, Volume 9, pages 358-–373 - Nov 2018.
SSBKMW18
Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue   SSBKMW18.pdf
Henrique Siqueira, Alexander Sutherland, Pablo Barros, Matthias Kerzel, Sven Magg, Stefan Wermter
IEEE-RAS International Conference on Humanoid Robots (Humanoids), pages 433--440 - Nov 2018.
PTWW18
Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization   fnbot-12-00078.pdf http://dx.doi.org/10.3389/fnbot.2018.00078
German I. Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
Front Neurorobotics, Volume 12, Number 78, doi:10.3389/fnbot.2018.00078 - Nov 2018. Open Access
BGCPW18
Towards Dialogue-based Navigation with Multivariate Adaptation driven by Intention and Politeness for Social Robots   ICSR_2018_preprint.pdf
Chandrakant Bothe, Fernando Garcia, Arturo Cruz Maya, Amit Kumar Pandey, Stefan Wermter
The 10th International Conference on Social Robotics (ICSR 2018), Volume 11357, pages 230--240 - Nov 2018.
ZWBW18
A Hybrid Planning Strategy through Learning from Vision for Target-directed Navigation   Zhou2018_A Hybrid Navigation Strategy through learning from vision.pdf
Xiaomao Zhou, Cornelius Weber, Chandrakant Bothe, Stefan Wermter
International Conference on Artificial Neural Networks (ICANN), Volume 11140, pages 304--311 - Oct 2018.
PBFMLW18
A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments   1802.10408.pdf
German I. Parisi, Pablo Barros, Di Fu, Sven Magg, Xun Liu, Stefan Wermter
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pages 2330--2335 - Oct 2018. Open Access
SBMW18
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions   SBMW18.pdf
Henrique Siqueira, Pablo Barros, Sven Magg, Stefan Wermter
IEEE/RSJ International Conference on Intelligent Robots and Systems, pages 1563--1568 - Oct 2018.
SMWW18
Analyzing the Influence of Dataset Composition for Emotion Recognition   SMWW18.pdf
Alexander Sutherland, Sven Magg, Cornelius Weber, Stefan Wermter
IROS 2018 Workshop on Language and Robotics - Oct 2018.
FBPWMLW18
Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution  
Di Fu, Pablo Barros, German I. Parisi, Haiyan Wu, Sven Magg, Xun Liu, Stefan Wermter
IROS 2018 Workshop on Crossmodal Learning for Intelligent Robotics - Oct 2018.
QWLTW18
Combining Articulatory Features with End-to-end Learning in Speech Recognition   LeyuanQu_Combining Articulatory Features with End-to-end learning in Speech Recognition-wtmweb.pdf
Leyuan Qu, Cornelius Weber, Egor Lakomkin, Johannes Twiefel, Stefan Wermter
Proceedings of the International Conference on Artificial Neural Networks (ICANN) - Oct 2018.
SKEGW18
Hear the Egg — Demonstrating Robotic Interactive Auditory Perception   hear-the_egg.pdf
Erik Strahl, Matthias Kerzel, Manfred Eppe, Sascha Griffiths, Stefan Wermter
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2018 - Oct 2018.
EAW18
Towards End-to-End Raw Audio Music Synthesis   EAW_ICANN_2018.pdf
Manfred Eppe, Tayfun Alpay, Stefan Wermter
Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN 2018), pages 137-146 - Oct 2018.

Display the complete list (359 publications)
1   2   3   4   5   6   7   8   9   10   11   12   13   14   15     »