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GASP: Gated Attention For Saliency Prediction



Fares Abawi , Tom Weber , Stefan Wermter

* Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021) 584-591 
* International Joint Conference on Artificial Intelligence (IJCAI-21) 

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Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition



Hassan Ali , Doreen Jirak , Stefan Wermter


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Conversational Analysis of Daily Dialog Data using Polite Emotional Dialogue Acts



Chandrakant Bothe , Stefan Wermter

* Accepted at LREC 2022 (pre-print). arXiv admin note: substantial text overlap with arXiv:2112.13572 

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What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning



Jae Hee Lee , Matthias Kerzel , Kyra Ahrens , Cornelius Weber , Stefan Wermter

* Accepted to IJCAI 2022 

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Explain yourself! Effects of Explanations in Human-Robot Interaction



Jakob Ambsdorf , Alina Munir , Yiyao Wei , Klaas Degkwitz , Harm Matthias Harms , Susanne Stannek , Kyra Ahrens , Dennis Becker , Erik Strahl , Tom Weber , Stefan Wermter


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Grounding Hindsight Instructions in Multi-Goal Reinforcement Learning for Robotics



Frank Röder , Manfred Eppe , Stefan Wermter

* Preprint ICDL 2022 

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Integrating Statistical Uncertainty into Neural Network-Based Speech Enhancement



Huajian Fang , Tal Peer , Stefan Wermter , Timo Gerkmann

* ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 
* \copyright 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning



Gerald Schwiebert , Cornelius Weber , Leyuan Qu , Henrique Siqueira , Stefan Wermter

* Submitted to LREC 2022 

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Language Model-Based Paired Variational Autoencoders for Robotic Language Learning



Ozan Özdemir , Matthias Kerzel , Cornelius Weber , Jae Hee Lee , Stefan Wermter


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



Leyuan Qu , Cornelius Weber , Stefan Wermter

* SUBMITTED TO IEEE Transaction on Neural Networks and Learning Systems 

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