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Multimodal Detection of Information Disorder from Social Media


May 31, 2021
Armin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer

* 4 pages, 2 figures, 2 tables, PrePrint CBMI 2021 

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Bounded logit attention: Learning to explain image classifiers


May 31, 2021
Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer


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$k$-Anonymity in Practice: How Generalisation and Suppression Affect Machine Learning Classifiers


Feb 09, 2021
Djordje Slijep─Źevi─ç, Maximilian Henzl, Lukas Daniel Klausner, Tobias Dam, Peter Kieseberg, Matthias Zeppelzauer

* 42 pages, 27 figures 

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Machine Unlearning: Linear Filtration for Logit-based Classifiers


Feb 07, 2020
Thomas Baumhauer, Pascal Sch├Âttle, Matthias Zeppelzauer


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On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence


Dec 16, 2019
Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang I. Sch├Âllhorn, Brian Horsak

* 35 pages, 6 figures, 2 tables, 24 supplementary figures 

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Persistence Bag-of-Words for Topological Data Analysis


Dec 21, 2018
Bartosz Zieliński, Michał Lipiński, Mateusz Juda, Matthias Zeppelzauer, Paweł Dłotko


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Visual Estimation of Building Condition with Patch-level ConvNets


Apr 26, 2018
David Koch, Miroslav Despotovic, Muntaha Sakeena, Mario D├Âller, Matthias Zeppelzauer

* To appear in: Workshop on Multimedia for Real Estate Tech, ICMR 2018, Yokohama, Japan 

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Automatic Prediction of Building Age from Photographs


Apr 19, 2018
Matthias Zeppelzauer, Miroslav Despotovic, Muntaha Sakeena, David Koch, Mario D├Âller

* Preprint of paper to appear in ACM International Conference on Multimedia Retrieval (ICMR) 2018 Conference 

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Persistence Codebooks for Topological Data Analysis


Feb 22, 2018
Bartosz Zielinski, Mateusz Juda, Matthias Zeppelzauer


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Automatic Classification of Functional Gait Disorders


Dec 24, 2017
Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Gorgas, Caterine Schwab, Michael Sch├╝ller, Arnold Baca, Christian Breiteneder, Brian Horsak

* 9 pages, 3 figures, IEEE Journal of Biomedical and Health Informatics 

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A Study on Topological Descriptors for the Analysis of 3D Surface Texture


Oct 29, 2017
Matthias Zeppelzauer, Bartosz Zielinski, Mateusz Juda, Markus Seidl

* Preprint of Article "A Study on Topological Descriptors for the Analysis of 3D Surface Texture" in Elsevier Journal on Computer Vision and Image Understanding (CVIU): https://doi.org/10.1016/j.cviu.2017.10.012, 17 Pages, 19 Figures, 4 Tables 

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Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis


Mar 09, 2017
J├╝rgen Bernard, Christian Ritter, David Sessler, Matthias Zeppelzauer, J├Ârn Kohlhammer, Dieter Fellner


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PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation


Mar 01, 2017
Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof

* CBMI Submission; Dataset and more information can be found at http://lrs.icg.tugraz.at/research/petroglyphsegmentation/ 

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Topological descriptors for 3D surface analysis


Jan 22, 2016
Matthias Zeppelzauer, Bartosz Zieliński, Mateusz Juda, Markus Seidl

* 12 pages, 3 figures, CTIC 2016 

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Multimodal Classification of Events in Social Media


Jan 04, 2016
Matthias Zeppelzauer, Daniel Schopfhauser

* Preprint of accepted manuscript for the Elsevier Image and Vision Computing Journal (IMAVIS). The paper will be published by IMAVIS under DOI 10.1016/j.imavis.2015.12.004 

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Efficient Image-Space Extraction and Representation of 3D Surface Topography


May 06, 2015
Matthias Zeppelzauer, Markus Seidl

* Initial version of the paper accepted at the IEEE ICIP Conference 2015 

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Cultural Event Recognition with Visual ConvNets and Temporal Models


Apr 24, 2015
Amaia Salvador, Matthias Zeppelzauer, Daniel Manchon-Vizuete, Andrea Calafell, Xavier Giro-i-Nieto

* Initial version of the paper accepted at the CVPR Workshop ChaLearn Looking at People 2015 

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