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Sven Magg
Sven Magg
Postdoctoral Researcher, Universität Hamburg
Bestätigte E-Mail-Adresse bei sven-magg.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Efficient facial feature learning with wide ensemble-based convolutional neural networks
H Siqueira, S Magg, S Wermter
Proceedings of the AAAI conference on artificial intelligence 34 (04), 5800-5809, 2020
1572020
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks
T Hinz, N Navarro-Guerrero, S Magg, S Wermter
International Journal of Computational Intelligence and Applications 17 (02 …, 2018
1452018
A multichannel convolutional neural network for hand posture recognition
P Barros, S Magg, C Weber, S Wermter
International Conference on Artificial Neural Networks, 403-410, 2014
942014
Training agents with interactive reinforcement learning and contextual affordances
F Cruz, S Magg, C Weber, S Wermter
IEEE Transactions on Cognitive and Developmental Systems 8 (4), 271-284, 2016
932016
NICO—Neuro-inspired companion: A developmental humanoid robot platform for multimodal interaction
M Kerzel, E Strahl, S Magg, N Navarro-Guerrero, S Heinrich, S Wermter
2017 26th IEEE International Symposium on Robot and Human Interactive …, 2017
812017
Interactive reinforcement learning through speech guidance in a domestic scenario
F Cruz, J Twiefel, S Magg, C Weber, S Wermter
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
722015
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks
E Lakomkin, MA Zamani, C Weber, S Magg, S Wermter
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
612018
An efficient hybridization of genetic algorithms and particle swarm optimization for inverse kinematics
S Starke, N Hendrich, S Magg, J Zhang
2016 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1782 …, 2016
572016
Towards effective classification of imbalanced data with convolutional neural networks
V Raj, S Magg, S Wermter
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 150-162, 2016
562016
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks
C Bothe, C Weber, S Magg, S Wermter
arXiv preprint arXiv:1805.06280, 2018
552018
Human motion assessment in real time using recurrent self-organization
GI Parisi, S Magg, S Wermter
2016 25th IEEE international symposium on robot and human interactive …, 2016
552016
Reusing neural speech representations for auditory emotion recognition
E Lakomkin, C Weber, S Magg, S Wermter
arXiv preprint arXiv:1803.11508, 2018
432018
Improving interactive reinforcement learning: What makes a good teacher?
F Cruz, S Magg, Y Nagai, S Wermter
Connection Science 30 (3), 306-325, 2018
402018
Do I have a personality? Endowing care robots with context-dependent personality traits
A Andriella, H Siqueira, D Fu, S Magg, P Barros, S Wermter, C Torras, ...
International Journal of Social Robotics, 1-22, 2020
322020
Evaluating defensive distillation for defending text processing neural networks against adversarial examples
M Soll, T Hinz, S Magg, S Wermter
International Conference on Artificial Neural Networks, 685-696, 2019
312019
Curriculum goal masking for continuous deep reinforcement learning
M Eppe, S Magg, S Wermter
2019 Joint IEEE 9th International Conference on Development and Learning and …, 2019
302019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis
E Lakomkin, MA Zamani, C Weber, S Magg, S Wermter
2019 IEEE International Conference on Robotics and Automation (ICRA), 7976-7982, 2019
262019
Emorl: continuous acoustic emotion classification using deep reinforcement learning
E Lakomkin, MA Zamani, C Weber, S Magg, S Wermter
2018 IEEE International Conference on Robotics and Automation (ICRA), 4445-4450, 2018
252018
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks
C Bothe, S Magg, C Weber, S Wermter
arXiv preprint arXiv:1805.06242, 2018
242018
Dialogue-based neural learning to estimate the sentiment of a next upcoming utterance
C Bothe, S Magg, C Weber, S Wermter
International Conference on Artificial Neural Networks, 477-485, 2017
242017
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