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


Feb 27, 2022
Gerald Schwiebert, Cornelius Weber, Leyuan Qu, Henrique Siqueira, Stefan Wermter

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* Submitted to LREC 2022 

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Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction


Dec 22, 2021
Henrique Siqueira, Patrick Ruhkamp, Ibrahim Halfaoui, Markus Karmann, Onay Urfalioglu

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A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition


Mar 23, 2021
Henrique Siqueira, Pablo Barros, Sven Magg, Cornelius Weber, Stefan Wermter

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Disambiguating Affective Stimulus Associations for Robot Perception and Dialogue


Mar 05, 2021
Henrique Siqueira, Alexander Sutherland, Pablo Barros, Mattias Kerzel, Sven Magg, Stefan Wermter

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An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions


Mar 05, 2021
Henrique Siqueira, Pablo Barros, Sven Magg, Stefan Wermter

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Facial Expression Editing with Continuous Emotion Labels


Jun 22, 2020
Alexandra Lindt, Pablo Barros, Henrique Siqueira, Stefan Wermter

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* 8 pages, 5 figures. 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), May 2019 

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Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks


Jan 17, 2020
Henrique Siqueira, Sven Magg, Stefan Wermter

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* Accepted at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 1-1, New York, USA 

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