Wermter's publications with Knowledge Technology

Cross-Modal Learning: Adaptivity, Prediction and Interaction

Jianwei Zhang, Stefan Wermter, Fuchun Sun, Changshui Zhang, Andreas K. Engel, Brigitte Röder, Xiaolan Fu, Gui Xue

Frontiers Media SA, doi:10.3389/978-2-88971-885-6 - Dec 2021. Open Access

Hearing Faces: Target Speaker Text-To-Speech Synthesis from a Face

Björn Plüster, Cornelius Weber, Leyuan Qu, Stefan Wermter

IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) - Dec 2021.

LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading

Leyuan Qu, Cornelius Weber, Stefan Wermter

arXiv:2112.04748 - Dec 2021.

Behavior Self-Organization Supports Task Inference for Continual Robot Learning

Burhan Hafez, Stefan Wermter

2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), doi:10.1109/IROS51168.2021.9636297 - Oct 2021.

Can AI detect pain and express pain empathy? A review from emotion recognition and a human-centered AI perspective

Siqi Cao, Di Fu, Xu Yang, Stefan Wermter, Xun Liu, Haiyan Wu

arXiv: 2110.04249 - Oct 2021.

Lifelong Learning from Event-based Data

Vadym Gryshchuk, Cornelius Weber, Chu Kiong Loo, Stefan Wermter

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN '21) - Oct 2021.

Robotic Occlusion Reasoning for Efficient Object Existence Prediction

Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter

2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), doi:10.1109/IROS51168.2021.9635947 - Oct 2021.

Visual Distant Supervision for Scene Graph Generation

Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun

International Conference on Computer Vision (ICCV), pages 15816-15826 - Oct 2021.

Artificial Neural Networks and Machine Learning – ICANN 2021

Igor Farkaš, Paolo Masulli, Sebastian Otte, Stefan Wermter

Springer Nature Switzerland AG 2021, doi:10.1007/978-3-030-86362-3 - Sep 2021.

DRILL: Dynamic Representations for Imbalanced Lifelong Learning

Kyra Ahrens, Fares Abawi, Stefan Wermter

Proceedings of the 30th International Conference on Artificial Neural Networks (ICANN 2021), pages 409--420, doi:10.1007/978-3-030-86340-1_33 - Sep 2021.

FaVoA: Face-Voice Association Favours Ambiguous Speaker Detection

Hugo Carneiro, Cornelius Weber, Stefan Wermter

Proceedings of the 30th International Conference on Artificial Neural Networks (ICANN 2021), Volume LNCS 12891, pages 439--450, doi:10.1007/978-3-030-86362-3_36 - Sep 2021.

Joint Reduction of Ego-noise and Environmental Noise with a Partially-adaptive Dictionary

Huajian Fang, Guillaume Carbajal, Stefan Wermter, Timo Gerkmann

ITG Conference on Speech Communication, Kiel, Germany, Sep. 2021 - Sep 2021.

Special Issue on Automated Perception of Human Affect from Longitudinal Behavioral Data

Pablo Barros, Stefan Wermter, Ognjen Rudovic, Hatice Gunes

IEEE Transactions on Affective Computing, Volume 12, Number 3, pages 551 - 552, doi:10.1109/TAFFC.2021.3079535 - Sep 2021.

A Humanoid Robot Learning Audiovisual Classification By Active Exploration

Glareh Mir, Matthias Kerzel, Erik Strahl, Stefan Wermter

2021 IEEE International Conference on Development and Learning (ICDL), pages 1--6, doi:10.1109/ICDL49984.2021.9515598 - Aug 2021.

Embodied Language Learning with Paired Variational Autoencoders

Ozan Özdemir, Matthias Kerzel, Stefan Wermter

2021 IEEE International Conference on Development and Learning (ICDL), pages 1--6, doi:10.1109/ICDL49984.2021.9515668 - Aug 2021.

GASP: Gated Attention for Saliency Prediction

Fares Abawi, Tom Weber, Stefan Wermter

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), pages 584--591, doi:10.24963/ijcai.2021/81 - Aug 2021. Open Access

The Embodied Crossmodal Self Forms Language and Interaction: A Computational Cognitive Review

Frank Röder, Ozan Özdemir, D.H. Phuong Nguyen, Stefan Wermter, Manfred Eppe

Frontiers in Psychology, Volume 12, pages 3374, doi:10.3389/fpsyg.2021.716671 - Aug 2021. Open Access

Controlling the Noise Robustness of End-to-End Automatic Speech Recognition Systems

Matthias Möller, Johannes Twiefel, Cornelius Weber, Stefan Wermter

Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021) - Jul 2021.

Generalization in Multimodal Language Learning from Simulation

Aaron Eisermann, Jae Hee Lee, Cornelius Weber, Stefan Wermter

Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021) - Jul 2021.

Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision

Julien Scholz, Cornelius Weber, Burhan Hafez, Stefan Wermter

Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021), doi:10.1109/IJCNN52387.2021.9534023 - Jul 2021.