Weber's publications with Knowledge Technology

Author: Title: Year:

Display:   Include master thesis, manuals...

Display the complete list (131 publications)
1   2   3   4   5   6   7     »
 
Publications in 2020
QWW20
Multimodal Target Speech Separation with Voice and Face References   INTERSPEECH_2020_wtm_web.pdf
Leyuan Qu, Cornelius Weber, Stefan Wermter
INTERSPEECH2020 - Oct 2020. Open Access
AWQW20
Variational Autoencoder with Global- and Medium Timescale Auxiliaries for Emotion Recognition from Speech   Almotlak_ICANN2020.pdf http://dx.doi.org/10.1007/978-3-030-61609-0_42
Hussam Almotlak, Cornelius Weber, Leyuan Qu, Stefan Wermter
International Conference on Artificial Neural Networks (ICANN), Volume LNCS 12396, pages 529-540, doi:10.1007/978-3-030-61609-0_42 - Oct 2020.
HYHLHKWW20
Crossmodal Language Grounding in an Embodied Neurocognitive Model   fnbot-14-00052.pdf http://dx.doi.org/10.3389/fnbot.2020.00052
Stefan Heinrich, Yuan Yao, Tobias Hinz, Zhiyuan Liu, Thomas Hummel, Matthias Kerzel, Cornelius Weber, Stefan Wermter
Frontiers in Neurorobotics, doi:10.3389/fnbot.2020.00052 - Jul 2020.
BWMW20
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators   1912.00819.pdf http://dx.doi.org/https://www.aclweb.org/anthology/2020.lrec-1.78
Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter
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. Open Access
HWKW20
Improving Robot Dual-System Motor Learning with Intrinsically Motivated Meta-Control and Latent-Space Experience Imagination   HWKW20.pdf http://dx.doi.org/10.1016/j.robot.2020.103630
Burhan Hafez, Cornelius Weber, Matthias Kerzel, Stefan Wermter
Robotics and Autonomous Systems, Volume 133, pages 103630, doi:10.1016/j.robot.2020.103630 - Apr 2020. Open Access
XHLWYWS20
Integrating Image-based and Knowledge-based Representation Learning   Integrating_Image-Based_and_Knowledge-Based_Repres.pdf http://dx.doi.org/10.1109/TCDS.2019.2906685
Ruobing Xie, Stefan Heinrich, Zhiyuan Liu, Cornelius Weber, Yuan Yao, Stefan Wermter, Maosong Sun
IEEE Transactions on Cognitive and Developmental Systems, Volume 12, Number 2, pages 169--178, doi:10.1109/TCDS.2019.2906685 - Apr 2020. Open Access
FWYKNBWLW20
What Can Computational Models Learn From Human Selective Attention? A Review From an Audiovisual Unimodal and Crossmodal Perspective   2020Fu_et_al_fnint-14-00010.pdf http://dx.doi.org/10.3389/fnint.2020.00010
Di Fu, Cornelius Weber, Guochun Yang, Matthias Kerzel, Weizhi Nan, Pablo Barros, Haiyan Wu, Xun Liu, Stefan Wermter
Frontiers in Integrative Neuroscience, Volume 14, Number 10, pages 10, doi:10.3389/fnint.2020.00010 - Feb 2020. Open Access
LWW20
Neural Networks for Detecting Irrelevant Questions during Visual Question Answering   Li_ICANN2020.pdf
Mengdi Li, Cornelius Weber, Stefan Wermter
International Conference on Artificial Neural Networks (ICANN), Volume LNCS 12397, pages 786-797 - 2020.
 
Publications in 2019
MYHHWWLS19
Bootstrapping Knowledge Graphs From Images and Text   fnbot-13-00093.pdf http://dx.doi.org/10.3389/fnbot.2019.00093
Jiayuan Mao, Yuan Yao, Stefan Heinrich, Tobias Hinz, Cornelius Weber, Stefan Wermter, Zhiyuan Liu, Maosong Sun
Frontiers in Neurorobotics, Volume 13, Number 93, doi:10.3389/fnbot.2019.00093 - Nov 2019. Open Access
ABKMPSTTHLOPSSAGHSWW19
Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones   ICSR19_preprint.pdf http://dx.doi.org/10.1007/978-3-030-35888-4_33
Hassan Ali, Shreyans Bhansali, Ilay Köksal, Matthias Möller, Theresa Pekarek-Rosin, Sachin Sharma, Ann-Katrin Thebille, Julian Tobergte, Sören Hübner, Aleksej Logacjov, Ozan Özdemir, Jose Rodriguez Parra, Mariela Sanchez, Nambiar Shruti Surendrakumar, Tayfun Alpay, Sascha Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter
International Conference on Social Robotics (ICSR 2019), pages 358--367, doi:10.1007/978-3-030-35888-4_33 - Nov 2019.
YWH19
Learning Sparse Hidden States in Long Short-Term Memory   ICANN2019_202_final_v4.pdf
Niange Yu, Cornelius Weber, Xiaolin Hu
Artificial Neural Networks and Machine Learning – ICANN 2019 - Sep 2019. Open Access
QWW19
LipSound: Neural Mel-spectrogram Reconstruction for Lip Reading   LipSound- Neural Mel-spectrogram Reconstruction for Lip Reading-for-WTM-web.pdf http://dx.doi.org/10.21437/Interspeech.2019-1393
Leyuan Qu, Cornelius Weber, Stefan Wermter
The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), doi:10.21437/Interspeech.2019-1393 - Sep 2019. Open Access
HWKW19b
Efficient Intrinsically Motivated Robotic Grasping with Learning-Adaptive Imagination in Latent Space   hafez_epirob2019.pdf http://dx.doi.org/10.1109/DEVLRN.2019.8850723
Burhan Hafez, Cornelius Weber, Matthias Kerzel, Stefan Wermter
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.
HWKW19a
Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning   Curious-Meta-Controller.pdf http://dx.doi.org/10.1109/IJCNN.2019.8852254
Burhan Hafez, Cornelius Weber, Matthias Kerzel, Stefan Wermter
Proceedings of the International Joint Conference on Neural Networks (IJCNN), doi:10.1109/IJCNN.2019.8852254 - Jul 2019.
LLGWW19
Effect of Pruning on Catastrophic Forgetting in Growing Dual Memory Networks   IJCNN2019 Effect of pruning on catastrophic forgetting in GDM, 20190731 v12(3).pdf http://dx.doi.org/10.1109/IJCNN.2019.8851865
Wei Shiung Liew, Chu Kiong Loo, Vadym Gryshchuk, Cornelius Weber, Stefan Wermter
Proceedings of the International Joint Conference on Neural Networks (IJCNN 2019), doi:10.1109/IJCNN.2019.8851865 - Jul 2019.
BXABCNNSAGHSWW19
Designing a Personality-Driven Robot for a Human-Robot Interaction Scenario   ICRA19.pdf http://dx.doi.org/10.1109/ICRA.2019.8793770
Hadi Beik-Mohammadi, Nikoletta Xirakia, Fares Abawi, Irina Barykina, Krishnan Chandran, Gitanjali Nair, Cuong Nguyen, Daniel Speck, Tayfun Alpay, Sascha Griffiths, Stefan Heinrich, Erik Strahl, Cornelius Weber, Stefan Wermter
2019 IEEE International Conference on Robotics and Automation (ICRA), doi:10.1109/ICRA.2019.8793770 - May 2019.
LZWMW19
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis   lakomkin-zamani.pdf http://dx.doi.org/10.1109/ICRA.2019.8794468
Egor Lakomkin, Mohammad Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter
2019 IEEE International Conference on Robotics and Automation (ICRA), pages 7976--7982, doi:10.1109/ICRA.2019.8794468 - May 2019.
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
SLWW19
Predictive Auxiliary Variational Autoencoder for Representation Learning of Global Speech Characteristics   SpringenbergINTERSPEECH2019.pdf
Sebastian Springenberg, Egor Lakomkin, Cornelius Weber, Stefan Wermter
The 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019) - 2019. Open Access
 
Publications in 2018
ZMWFW18
Deep Reinforcement Learning using Compositional Representations for Performing Instructions   pjbr-2018-0026.pdf http://dx.doi.org/10.1515/pjbr-2018-0026
Mohammad Ali Zamani, Sven Magg, Cornelius Weber, Di Fu, Stefan Wermter
Paladyn. Journal of Behavioral Robotics, Volume 9, pages 358-–373, doi:10.1515/pjbr-2018-0026 - Nov 2018. Open Access

Display the complete list (131 publications)
1   2   3   4   5   6   7     »