Denis Huseljic
Denis Huseljic
Verified email at uni-kassel.de
Title
Cited by
Cited by
Year
Challenges of reliable, realistic and comparable active learning evaluation
D Kottke, A Calma, D Huseljic, GM Krempl, B Sick
Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning, 2-14, 2017
212017
Toward optimal probabilistic active learning using a bayesian approach
D Kottke, M Herde, C Sandrock, D Huseljic, G Krempl, B Sick
Machine Learning, 1-33, 2021
62021
Limitations of assessing active learning performance at runtime
D Kottke, J Schellinger, D Huseljic, B Sick
arXiv preprint arXiv:1901.10338, 2019
52019
Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks
D Huseljic, B Sick, M Herde, D Kottke
2020 25th International Conference on Pattern Recognition (ICPR), 9172-9179, 2021
22021
Multi-Annotator Probabilistic Active Learning
M Herde, D Kottke, D Huseljic, B Sick
2020 25th International Conference on Pattern Recognition (ICPR), 10281-10288, 2021
22021
The Other Human in The Loop–A Pilot Study to Find Selection Strategies for Active Learning
D Kottke, A Calma, D Huseljic, C Sandrock, G Kachergis, B Sick
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
22018
Towards proactive health-enabling living environments: Simulation-based study and research challenges
S Tomforde, T Dehling, R Haux, D Huseljic, D Kottke, J Scheerbaum, ...
ARCS Workshop 2018; 31th International Conference on Architecture of …, 2018
22018
A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification
M Herde, D Huseljic, B Sick, A Calma
arXiv preprint arXiv:2109.11301, 2021
2021
A Concept for Highly Automated Pre-Labeling via Cross-Domain Label Transfer for Perception in Autonomous Driving
M Bieshaar, M Herde, D Huseljic, B Sick
2021
Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders
F Moller, D Botache, D Huseljic, F Heidecker, M Bieshaar, B Sick
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
2021
MONDAY, JULY 9
D Kottke, A Calma, D Huseljic, C Sandrock, G Kachergis, B Sick
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