Frank Haußer

21 papers B 1Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
SoilNet: A Multimodal Multitask Model for Hierarchical Classification of Soil Horizons.
CoRR
Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann
2025 — conf
Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators.
xAI (5)
Teodor Chiaburu, Felix Bießmann, Frank Haußer
2025 J jnl
Uncertainty Propagation in XAI: A Comparison of Analytical and Empirical Estimators.
CoRR
Teodor Chiaburu, Felix Bießmann, Frank Haußer
2025 J jnl
Uncertainty-Guided Expert-AI Collaboration for Efficient Soil Horizon Annotation.
CoRR
Teodor Chiaburu, Vipin Singh, Frank Haußer, Felix Bießmann
2024 — conf
CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining Vision Models.
xAI (1)
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024 J jnl
CoProNN: Concept-based Prototypical Nearest Neighbors for Explaining Vision Models.
CoRR
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024 J jnl
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty.
CoRR
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2024 J jnl
Low Cost Machine Vision for Insect Classification.
CoRR
Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer
2024 J jnl
Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta).
CoRR
Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers
2024 J jnl
Uncertainty in XAI: Human Perception and Modeling Approaches.
Mach. Learn. Knowl. Extr.
Teodor Chiaburu, Frank Haußer, Felix Bießmann
2023 — conf
Low Cost Machine Vision for Insect Classification.
IntelliSys (3)
Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer
2022 J jnl
Modular deep neural networks for automatic quality control of retinal optical coherence tomography scans.
Comput. Biol. Medicine
Josef Kauer-Bonin, Sunil Kumar Yadav, Ingeborg E. Beckers, Kay Gawlik, Seyedamirhosein Motamedi, Hanna Gwendolyn Zimmermann, Ella Maria Kadas, Frank Haußer, Friedemann Paul, Alexander Ulrich Brandt
2022 J jnl
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations.
CoRR
Teodor Chiaburu, Felix Biessmann, Frank Haußer
2015 B conf
Total variation based image deconvolution for extended depth-of-field microscopy images.
Image Processing
Frank Haußer, Ingeborg E. Beckers, Michael Gierlak, Ozan Kahraman
2012 — ch.
Control of Nanostructures through Electric Fields and Related Free Boundary Problems.
Constrained Optimization and Optimal Control for Partial Differential Equations
Frank Haußer, Sandra Janssen, Axel Voigt
2010 J jnl
The influence of electric fields on nanostructures - Simulation and control.
Math. Comput. Simul.
Frank Haußer, Sandra Rasche, Axel Voigt
2007 J jnl
A Discrete Scheme for Parametric Anisotropic Surface Diffusion.
J. Sci. Comput.
Frank Haußer, Axel Voigt
2007 J jnl
A Step-Flow Model for the Heteroepitaxial Growth of Strained, Substitutional, Binary Alloy Films with Phase Segregation: I. Theory.
Multiscale Model. Simul.
Frank Haußer, Michel E. Jabbour, Axel Voigt
2007 J jnl
A level set approach to anisotropic flows with curvature regularization.
J. Comput. Phys.
Martin Burger, Frank Haußer, Christina Stöcker, Axel Voigt
2006 J jnl
A numerical scheme for regularized anisotropic curve shortening flow.
Appl. Math. Lett.
Frank Haußer, Axel Voigt
2005 J jnl
Finite Element Method for Epitaxial Growth with Thermodynamic Boundary Conditions.
SIAM J. Sci. Comput.
Eberhard Bänsch, Frank Haußer, Axel Voigt