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Chat with the Environment: Interactive Multimodal Perception using Large Language Models


Mar 14, 2023
Xufeng Zhao, Mengdi Li, Cornelius Weber, Muhammad Burhan Hafez, Stefan Wermter

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* See website at https://xf-zhao.github.io/projects/Matcha/ 

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Sample-efficient Real-time Planning with Curiosity Cross-Entropy Method and Contrastive Learning


Mar 07, 2023
Mostafa Kotb, Cornelius Weber, Stefan Wermter

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* 7 pages, 4 figures 

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Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition


Feb 21, 2023
Leyuan Qu, Cornelius Weber, Stefan Wermter

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* Neural Networks, Volume 161, April 2023, Pages 494-504 

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Internally Rewarded Reinforcement Learning


Feb 01, 2023
Mengdi Li, Xufeng Zhao, Jae Hee Lee, Cornelius Weber, Stefan Wermter

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* 24 pages 

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Learning Bidirectional Action-Language Translation with Limited Supervision and Incongruent Extra Input


Jan 09, 2023
Ozan Özdemir, Matthias Kerzel, Cornelius Weber, Jae Hee Lee, Muhammad Burhan Hafez, Patrick Bruns, Stefan Wermter

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Disentangling Prosody Representations with Unsupervised Speech Reconstruction


Dec 14, 2022
Leyuan Qu, Taihao Li, Cornelius Weber, Theresa Pekarek-Rosin, Fuji Ren, Stefan Wermter

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Whose Emotion Matters? Speaker Detection without Prior Knowledge


Dec 08, 2022
Hugo Carneiro, Cornelius Weber, Stefan Wermter

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* 22 pages, 8 figures, 6 tables 

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Visually Grounded Commonsense Knowledge Acquisition


Nov 22, 2022
Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun

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* Accepted by AAAI 2023 

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Data Augmentation with Unsupervised Speaking Style Transfer for Speech Emotion Recognition


Nov 16, 2022
Leyuan Qu, Wei Wang, Taihao Li, Cornelius Weber, Stefan Wermter, Fuji Ren

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