| 2022 | IJCNN | Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction. | Henrique Siqueira, Patrick Ruhkamp, Ibrahim Halfaoui, Markus Karmann, Onay Urfalioglu |
| 2022 | LREC | A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning. | Gerald Schwiebert, Cornelius Weber, Leyuan Qu, Henrique Siqueira, Stefan Wermter |
| 2020 | AAAI | Efficient Facial Feature Learning with Wide Ensemble-Based Convolutional Neural Networks. | Henrique Siqueira, Sven Magg, Stefan Wermter |
| 2018 | ESANN | A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial Expression Recognition. | Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Cornelius Weber, Stefan Wermter |
| 2018 | IJCNN | The OMG-Emotion Behavior Dataset. | Pablo V. A. Barros, Nikhil Churamani, Egor Lakomkin, Henrique Siqueira, Alexander Sutherland, Stefan Wermter |
| 2018 | IROS | An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions. | Henrique Siqueira, Pablo V. A. Barros, Sven Magg, Stefan Wermter |
| 2016 | IJCNN | Understanding how deep neural networks learn face expressions. | Nima Mousavi, Henrique Siqueira, Pablo V. A. Barros, Bruno J. T. Fernandes, Stefan Wermter |