Heinke Hihn

According to our database, Heinke Hihn authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Online continual learning through unsupervised mutual information maximization.

Heinke Hihn, Daniel A. Braun

Neurocomputing, 2024

2023

Hierarchically structured task-agnostic continual learning.

Heinke Hihn, Daniel A. Braun

Mach. Learn., February, 2023

2021

Mixture-of-Variational-Experts for Continual Learning.

Heinke Hihn, Daniel A. Braun

CoRR, 2021

Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-sided Label Shifts.

Peter Bellmann, Heinke Hihn, Daniel A. Braun, Friedhelm Schwenker

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

Specialization in Hierarchical Learning Systems.

Heinke Hihn, Daniel A. Braun

Neural Process. Lett., 2020

2019

Hierarchical Expert Networks for Meta-Learning.

Heinke Hihn, Daniel A. Braun

CoRR, 2019

An Information-theoretic On-line Learning Principle for Specialization in Hierarchical Decision-Making Systems.

Heinke Hihn, Sebastian Gottwald, Daniel A. Braun

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Bounded Rational Decision-Making with Adaptive Neural Network Priors.

Heinke Hihn, Sebastian Gottwald, Daniel A. Braun

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2016

Inferring mental overload based on postural behavior and gestures.

Heinke Hihn, Sascha Meudt, Friedhelm Schwenker

Proceedings of the 2nd workshop on Emotion Representations and Modelling for Companion Systems, 2016

On Gestures and Postural Behavior as a Modality in Ensemble Methods.

Heinke Hihn, Sascha Meudt, Friedhelm Schwenker

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016