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Publications
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Publications
Publications Artificial Intelligence
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J. Schmidt
, V. Pietsch , M. Nocker , M. Rader , A. Montuoro (2024)
Navigating the Trade-Off Between Explainability and Privacy
VISIGRAPP 2024
Bibtex
PDF
A. Berg
, E. Vandersmissen ,
M. Wimmer
,
D. Major
,
T. Neubauer
,
D. Lenis
, J. Cant , A. Snoeckx ,
K. Bühler
(2023)
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods
Computers in Biology and Medicine
Bibtex
A. Celarek , P. Hermosilla , B. Kerbl , T. Ropinski ,
M. Wimmer
(2022)
Gaussian Mixture Convolution Networks
The 10th International Conference on Learning Representations (ICLR 2022)
Bibtex
I. Gilmutdinov , I. Schlögel , A. Hinterleitner , P. Wonka ,
M. Wimmer
(2022)
Assessment of Material Layers in Building Walls Using GeoRadar
Remote Sensing 2022, 14(19), 5038
Bibtex
PDF
N. Grossmann ,
E. Gröller
, M. Waldner (2022)
Concept splatters: Exploration of latent spaces based on human interpretable concepts
Computers & Graphics
Bibtex
M. Dietrichstein ,
D. Major
, M. Trapp ,
M. Wimmer
,
D. Lenis
,
P. Winter
,
A. Berg
,
T. Neubauer
,
K. Bühler
(2022)
Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans
Deep Generative Models. DGM4MICCAI 2022. Lecture Notes in Computer Science, vol 13609.
Bibtex
M. Wimmer
, G. Sluiter ,
D. Major
,
D. Lenis
,
A. Berg
,
T. Neubauer
,
K. Bühler
(2021)
Multi-task fusion for improving mammography screening data classification
IEEE Transactions on Medical Imaging
Bibtex
PDF
Y. Kaymaz , F. Ganglberger , M. Tang , C. Haslinger , F. Fernandez-Albert , N. Lawless , T. B. Sackton (2021)
HieRFIT: a hierarchical cell type classification tool for projections from complex single-cell atlas datasets
Bioinformatics
Bibtex
PDF
C. Köberl , A. Bechtold , G. Paar ,
C. Traxler
, F. Garolla , O. Sidla (2021)
Planetary Scientific Target Detection Via Deep Learning: A Case Study For Finding Shatter Cones In Mars Rover Images
Lunar and Planetary Science Conference (LPSC) 2021
Bibtex
PDF
L. M. Kellner
(2021)
Klassifikation Urbaner Punktwolken Mittels 3D CNNs In Kombination mit Rekonstruktion von Gehsteigen
Master's Thesis (TU Wien)
Bibtex
PDF
G. Paar ,
C. Traxler
, O. Sidla , A. Bechtold , C. Köberl (2020)
Science Autonomy Training by Visual Simulation
i-SAIRAS 2020
Bibtex
G. Paar ,
C. Traxler
,
R. Nowak
, F. Garolla , A. Bechtold , C. Köberl , M. Y. F. Alonso , O. Sidla (2020)
Mars-DL: Demonstrating feasibility of a simulation-based training approach for autonomous Planetary science target selection
Europlanet Science Congress (EPSC) 2020
Bibtex
PDF
C. Traxler
,
L. Fritz
,
R. Nowak
, G. Paar , C. Köberl , A. Bechtold , F. Garolla , O. Sidla (2020)
Simulating rover imagery to train deep learning systems for scientific target selection
Europlanet Science Congress (EPSC) 2020
Bibtex
PDF
D. Lenis
,
D. Major
,
M. Wimmer
,
A. Berg
, G. Sluiter ,
K. Bühler
(2020)
Domain aware medical image classifier interpretation by counterfactual impact analysis
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
Bibtex
PDF
T. Neubauer
,
M. Wimmer
,
A. Berg
,
D. Major
,
D. Lenis
, T. Beyer , J. Saponjski ,
K. Bühler
(2020)
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data
"Multimodal Learning for Clinical Decision Support" Workshop of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
Bibtex
PDF
T. Neubauer
(2020)
Volumetric Tumor Segmentation on Multimodal Medical Images using Deep Learning
Master's Thesis
Bibtex
PDF
C. Fan ,
K. Matković
, H. Hauser (2020)
Sketch-based fast and accurate querying of time series using parameter-sharing LSTM networks
IEEE Transactions on Visualization and Computer Graphics
Bibtex
D. Major
,
D. Lenis
,
M. Wimmer
, G. Sluiter ,
A. Berg
,
K. Bühler
(2020)
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
Bibtex
PDF
J. Kaczanowska , F. Ganglberger , B. Galik , A. Hess , Y. Moodley ,
K. Bühler
, W. Haubensak (2019)
Molecular archaeology of the human brain
bioRxiv
Bibtex
A. A. Novikow ,
D. Major
,
M. Wimmer
,
D. Lenis
,
K. Bühler
(2018)
Deep Sequential Segmentation of Organs in Volumetric Medical Scans
IEEE Transactions on Medical Imaging
Bibtex
PDF