Efficient facial feature learning with wide ensemble-based convolutional neural networks H Siqueira, S Magg, S Wermter Proceedings of the AAAI conference on artificial intelligence 34 (04), 5800-5809, 2020 | 161 | 2020 |
The OMG-emotion behavior dataset P Barros, N Churamani, E Lakomkin, H Siqueira, A Sutherland, S Wermter 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018 | 129 | 2018 |
Understanding how deep neural networks learn face expressions N Mousavi, H Siqueira, P Barros, B Fernandes, S Wermter 2016 International Joint Conference on Neural Networks (IJCNN), 227-234, 2016 | 37 | 2016 |
Do i have a personality? endowing care robots with context-dependent personality traits A Andriella, H Siqueira, D Fu, S Magg, P Barros, S Wermter, C Torras, ... International Journal of Social Robotics 13, 2081-2102, 2021 | 36 | 2021 |
Facial expression editing with continuous emotion labels A Lindt, P Barros, H Siqueira, S Wermter 2019 14th IEEE International Conference on Automatic Face & Gesture …, 2019 | 34 | 2019 |
An ensemble with shared representations based on convolutional networks for continually learning facial expressions H Siqueira, P Barros, S Magg, S Wermter 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 13 | 2018 |
A multimodal German dataset for automatic lip reading systems and transfer learning G Schwiebert, C Weber, L Qu, H Siqueira, S Wermter arXiv preprint arXiv:2202.13403, 2022 | 12 | 2022 |
Disambiguating affective stimulus associations for robot perception and dialogue H Siqueira, A Sutherland, P Barros, M Kerzel, S Magg, S Wermter 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids), 1-9, 2018 | 7 | 2018 |
An adaptive neural approach based on ensemble and multitask learning for affect recognition H Siqueira Proceedings of the International PhD Conference on Safe and Social Robotics …, 2018 | 4 | 2018 |
Looking beyond corners: Contrastive learning of visual representations for keypoint detection and description extraction H Siqueira, P Ruhkamp, I Halfaoui, M Karmann, O Urfalioglu 2022 international joint conference on neural networks (IJCNN), 1-8, 2022 | 3 | 2022 |
A sub-layered hierarchical pyramidal neural architecture for facial expression recognition H Siqueira, P Barros, S Magg, C Weber, S Wermter arXiv preprint arXiv:2103.12362, 2021 | 1 | 2021 |
Continuous Adaptation to Distribution Drifts Through Continual Learning in Manufacturing H Siqueira, O Urfalioglu Book of Abstracts, 157, 0 | 1 | |
Mole Features Extraction for a Melanoma Recognition System HC Siqueira, BJT Fernandes Designing with Computational Intelligence, 127-141, 2017 | | 2017 |
Extraçao de Caracterısticas de Sinais na Pele para Identificaçao de Melanoma HC Siqueira, BJT Fernandes | | |