Frank Haußer

According to our database, Frank Haußer authored at least 15 papers between 2005 and 2024.

Collaborative distances:

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

2024

Uncertainty in XAI: Human Perception and Modeling Approaches.

Teodor Chiaburu, Frank Haußer, Felix Bießmann

Mach. Learn. Knowl. Extr., June, 2024

Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty.

Teodor Chiaburu, Frank Haußer, Felix Bießmann

CoRR, 2024

Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta).

Martin Tschaikner, Danja Brandt, Henning Schmidt, Felix Bießmann, Teodor Chiaburu, Ilona Schrimpf, Thomas Schrimpf, Alexandra Stadel, Frank Haußer, Ingeborg E. Beckers

CoRR, 2024

CoProNN: Concept-Based Prototypical Nearest Neighbors for Explaining Vision Models.

Teodor Chiaburu, Frank Haußer, Felix Bießmann

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Low Cost Machine Vision for Insect Classification.

Danja Brandt, Martin Tschaikner, Teodor Chiaburu, Henning Schmidt, Ilona Schrimpf, Alexandra Stadel, Ingeborg E. Beckers, Frank Haußer

Proceedings of the Intelligent Systems and Applications, 2023

2022

Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations.

Teodor Chiaburu, Felix Biessmann, Frank Haußer

CoRR, 2022

Modular deep neural networks for automatic quality control of retinal optical coherence tomography scans.

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

Comput. Biol. Medicine, 2022

2015

Total variation based image deconvolution for extended depth-of-field microscopy images.

Frank Haußer, Ingeborg E. Beckers, Michael Gierlak, Ozan Kahraman

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2012

Control of Nanostructures through Electric Fields and Related Free Boundary Problems.

Frank Haußer, Sandra Janssen, Axel Voigt

Proceedings of the Constrained Optimization and Optimal Control for Partial Differential Equations, 2012

2010

The influence of electric fields on nanostructures - Simulation and control.

Frank Haußer, Sandra Rasche, Axel Voigt

Math. Comput. Simul., 2010

2007

A Step-Flow Model for the Heteroepitaxial Growth of Strained, Substitutional, Binary Alloy Films with Phase Segregation: I. Theory.

Frank Haußer, Michel E. Jabbour, Axel Voigt

Multiscale Model. Simul., 2007

A Discrete Scheme for Parametric Anisotropic Surface Diffusion.

Frank Haußer, Axel Voigt

J. Sci. Comput., 2007

A level set approach to anisotropic flows with curvature regularization.

Martin Burger, Frank Haußer, Christina Stöcker, Axel Voigt

J. Comput. Phys., 2007

2006

A numerical scheme for regularized anisotropic curve shortening flow.

Frank Haußer, Axel Voigt

Appl. Math. Lett., 2006

2005

Finite Element Method for Epitaxial Growth with Thermodynamic Boundary Conditions.

Eberhard Bänsch, Frank Haußer, Axel Voigt

SIAM J. Sci. Comput., 2005