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Heinke Hihn
Heinke Hihn
Ulm University, Institute for Neural Information Processing
Verified email at uni-ulm.de - Homepage
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Cited by
Year
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
312021
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
192020
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
17*2019
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
112018
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
102016
Hierarchically structured task-agnostic continual learning
H Hihn, DA Braun
Machine Learning 112 (2), 655-686, 2023
52023
Mixture-of-Variational-Experts for Continual Learning
H Hihn, DA Braun
ICLR 2022 Workshop on Agent Learning in Open-Endedness, 2021
52021
Hierarchical expert networks for meta-learning
H Hihn, DA Braun
ICML 2020 Workshop on Lifelong Machine Learning, 2019
52019
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
42020
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
42016
Online continual learning through unsupervised mutual information maximization
H Hihn, DA Braun
Neurocomputing 578, 127422, 2024
2024
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