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

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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

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A. Celarek , P. Hermosilla , B. Kerbl , T. Ropinski , M. Wimmer (2022)

Gaussian Mixture Convolution Networks

The 10th International Conference on Learning Representations (ICLR 2022)

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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

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N. Grossmann , E. Gröller , M. Waldner (2022)

Concept splatters: Exploration of latent spaces based on human interpretable concepts

Computers & Graphics

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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.

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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

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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

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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

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L. M. Kellner (2021)

Klassifikation Urbaner Punktwolken Mittels 3D CNNs In Kombination mit Rekonstruktion von Gehsteigen

Master's Thesis (TU Wien)

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G. Paar , C. Traxler , O. Sidla , A. Bechtold , C. Köberl (2020)

Science Autonomy Training by Visual Simulation

i-SAIRAS 2020

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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

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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

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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

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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

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T. Neubauer (2020)

Volumetric Tumor Segmentation on Multimodal Medical Images using Deep Learning

Master's Thesis

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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

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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)

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J. Kaczanowska , F. Ganglberger , B. Galik , A. Hess , Y. Moodley , K. Bühler , W. Haubensak (2019)

Molecular archaeology of the human brain

bioRxiv

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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

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