| Multi-modal pain intensity assessment based on physiological signals: A deep learning perspective P Thiam, H Hihn, DA Braun, HA Kestler, F Schwenker Frontiers in Physiology 12, 720464, 2021 | 36 | 2021 |
| An information-theoretic on-line learning principle for specialization in hierarchical decision-making systems H Hihn, S Gottwald, DA Braun 2019 IEEE 58th conference on decision and control (CDC), 3677-3684, 2019 | 23* | 2019 |
| Specialization in hierarchical learning systems: a unified information-theoretic approach for supervised, unsupervised and reinforcement learning H Hihn, DA Braun Neural Processing Letters 52 (3), 2319-2352, 2020 | 21 | 2020 |
| Bounded rational decision-making with adaptive neural network priors H Hihn, S Gottwald, DA Braun Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018 | 11 | 2018 |
| Inferring mental overload based on postural behavior and gestures H Hihn, S Meudt, F Schwenker Proceedings of the 2nd workshop on emotion representations and modelling for …, 2016 | 10 | 2016 |
| Hierarchically structured task-agnostic continual learning H Hihn, DA Braun Machine Learning 112 (2), 655-686, 2023 | 6 | 2023 |
| Mixture-of-Variational-Experts for Continual Learning H Hihn, DA Braun ICLR 2022 Workshop on Agent Learning in Open-Endedness, 2021 | 6 | 2021 |
| Hierarchical expert networks for meta-learning H Hihn, DA Braun ICML 2020 Workshop on Lifelong Machine Learning, 2019 | 6 | 2019 |
| Binary classification: counterbalancing class imbalance by applying regression models in combination with one-sided label shifts P Bellmann, H Hihn, DA Braun, F Schwenker Proceedings of the 13th International Conference on Agents and Artificial …, 2020 | 4 | 2020 |
| On gestures and postural behavior as a modality in ensemble methods H Hihn, S Meudt, F Schwenker Artificial Neural Networks in Pattern Recognition: 7th IAPR TC3 Workshop …, 2016 | 4 | 2016 |
| Online continual learning through unsupervised mutual information maximization H Hihn, DA Braun Neurocomputing 578, 127422, 2024 | 1 | 2024 |
Daniel Alexander BraunProfessor, Ulm UniversityVerified email at uni-ulm.de
