@conference {697,
	title = {Assessing the Environmental Impact of IoT Devices - Hotspots and Guidelines for a Better Understanding},
	booktitle = {2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)},
	year = {2025},
	pages = {1{\textendash}11},
	publisher = {IEEE},
	organization = {IEEE},
	doi = {10.1109/ice/itmc65658.2025.11106638},
	url = {http://dx.doi.org/10.1109/ice/itmc65658.2025.11106638},
	author = {Baumgartner, Corinna and Bohnet, Doris and Meyer, Sonja and Leber, Angelika and Ramadane, Mohamed}
}
@conference {694,
	title = {Paths and Ambient Spaces in Neural Loss Landscapes},
	booktitle = {Proceedings of The 28th International Conference on Artificial Intelligence and Statistics},
	year = {2025},
	month = {03{\textendash}05 May},
	pages = {10{\textendash}18},
	publisher = {PMLR},
	organization = {PMLR},
	abstract = {Understanding the structure of neural network loss surfaces, particularly the emergence of low-loss tunnels, is critical for advancing neural network theory and practice. In this paper, we propose a novel approach to directly embed loss tunnels into the loss landscape of neural networks. Exploring the properties of these loss tunnels offers new insights into their length and structure and sheds light on some common misconceptions. We then apply our approach to Bayesian neural networks, where we improve subspace inference by identifying pitfalls and proposing a more natural prior that better guides the sampling procedure.},
	url = {https://proceedings.mlr.press/v258/dold25a.html},
	author = {Dold, Daniel and Kobialka, Julius and Palm, Nicolai and Sommer, Emanuel and R{\"u}gamer, David and D{\"u}rr, Oliver},
	editor = {Li, Yingzhen and Mandt, Stephan and Agrawal, Shipra and Khan, Emtiyaz}
}
@conference {693,
	title = {Bayesian Semi-structured Subspace Inference},
	booktitle = {Proceedings of The 27th International Conference on Artificial Intelligence and Statistics},
	year = {2024},
	month = {02{\textendash}04 May},
	pages = {1819{\textendash}1827},
	publisher = {PMLR},
	organization = {PMLR},
	abstract = {Semi-structured regression models enable the joint modeling of interpretable structured and complex unstructured feature effects. The structured model part is inspired by statistical models and can be used to infer the input-output relationship for features of particular importance. The complex unstructured part defines an arbitrary deep neural network and thereby provides enough flexibility to achieve competitive prediction performance. While these models can also account for aleatoric uncertainty, there is still a lack of work on accounting for epistemic uncertainty. In this paper, we address this problem by presenting a Bayesian approximation for semi-structured regression models using subspace inference. To this end, we extend subspace inference for joint posterior sampling from a full parameter space for structured effects and a subspace for unstructured effects. Apart from this hybrid sampling scheme, our method allows for tunable complexity of the subspace and can capture multiple minima in the loss landscape. Numerical experiments validate our approach{\textquoteright}s efficacy in recovering structured effect parameter posteriors in semi-structured models and approaching the full-space posterior distribution of MCMC for increasing subspace dimension. Further, our approach exhibits competitive predictive performance across simulated and real-world datasets.},
	url = {https://proceedings.mlr.press/v238/dold24a.html},
	author = {Dold, Daniel and Ruegamer, David and Sick, Beate and D{\"u}rr, Oliver},
	editor = {Dasgupta, Sanjoy and Mandt, Stephan and Li, Yingzhen}
}
@conference {671,
	title = {Development and application of a climate emulator},
	booktitle = {EGU23},
	year = {2023},
	author = {Tamas Bodai and Valerio Lembo and Valerio Lembo and Sun-Seon Lee and Miho Ishizu and Matthias Franz}
}
@inbook {645,
	title = {Crowd Management in der  Lehre},
	booktitle = {Seamless  Learning, Grenz- und kontext{\"u}bergreifendes Lehren und Lernen in der  Bodenseeregion},
	year = {2022},
	pages = {123-132},
	publisher = {Springer},
	organization = {Springer},
	author = {R. Axthelm and S. Luppold and M. Moroff}
}
@conference {595,
	title = {Deep Learning Parametrization for B-Spline Curve Approximation},
	booktitle = {2018 International Conference on 3D Vision (3DV)},
	year = {2018},
	pages = {691{\textendash}699},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Pascal Laube and M O Franz and Georg Umlauf}
}
@conference {594,
	title = {Image Inpainting for High-Resolution Textures using CNN Texture Synthesis},
	booktitle = {Computer Graphics \& Visual Computing (CGVC)},
	year = {2018},
	publisher = {Eurographics Association},
	organization = {Eurographics Association},
	address = {Swansea UK},
	author = {Pascal Laube and Grunwald Michael and M O Franz and Georg Umlauf}
}
@article {524,
	title = {Learnt knot placement in B-spline curve approximation using support vector machines},
	journal = {Computer Aided Geometric Design},
	volume = {62},
	year = {2018},
	pages = {104{\textendash}116},
	author = {Pascal Laube and Franz, Matthias O. and Georg Umlauf}
}
@conference {525,
	title = {Evaluation of features for SVM-based classification of geometric primitives in point clouds},
	booktitle = {Machine Vision Applications (MVA), 2017 Fifteenth IAPR International Conference on},
	year = {2017},
	pages = {59{\textendash}62},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Pascal Laube and M O Franz and Georg Umlauf}
}
@conference {lukic2017learning,
	title = {Learning embeddings for speaker clustering based on voice equality},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2017 IEEE 27th International Workshop on},
	year = {2017},
	pages = {1{\textendash}6},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Lukic, Yanick X and Vogt, Carlo and D{\"u}rr, Oliver and Stadelmann, Thilo}
}
@conference {509,
	title = {Radiometric calibration of digital cameras using neural networks},
	booktitle = {Optics and Photonics for Information Processing XI},
	year = {2017},
	month = {08/2017},
	publisher = {SPIE - International Society for Optics and Photonics},
	organization = {SPIE - International Society for Optics and Photonics},
	doi = {10.1117/12.2272559},
	url = {http://dx.doi.org/10.1117/12.2272559},
	author = {Michael Grunwald and Pascal Laube and Martin Schall and Georg Umlauf and M O Franz}
}
@conference {666,
	title = {Analyzing environmental conditions and vital signs to increase healthy living},
	booktitle = {Mobile Networks for Biometric Data Analysis},
	year = {2016},
	author = {R Seepold and C Dermati and A Kostka and L Pfeil and R Lange and Hermann, Matthias and B Martinez}
}
@conference {502,
	title = {A short survey on recent methods for cage computation},
	booktitle = {BW-CAR| SINCOM},
	year = {2016},
	pages = {37},
	author = {Pascal Laube and Georg Umlauf}
}
@conference {lukic2016speaker,
	title = {Speaker Identification and Clustering using Convolution Neural Networks},
	booktitle = {IEEE International workshop on Machine Learning for Signal Processing},
	year = {2016},
	author = {Lukic, Yanick and Vogt, Carlo and D{\"u}rr, Oliver and Stadelmann, Thilo}
}
@conference {durr2015deep,
	title = {Deep Learning on a Raspberry Pi for Real Time Face Recognition.},
	booktitle = {Eurographics (Posters)},
	year = {2015},
	pages = {11{\textendash}12},
	author = {D{\"u}rr, Oliver and Pauchard, Yves and Browarnik, Diego and Axthelm, Rebekka and Loeser, Martin}
}
@article {Schuldt2015,
	title = {Design of a dual species atom interferometer for space},
	journal = {Experimental Astronomy},
	volume = {39},
	number = {2},
	year = {2015},
	pages = {167-206},
	doi = {10.1007/s10686-014-9433-y},
	author = {Schuldt, T and Schubert, C and Krutzik, M and Bote, L and Gaaloul, N and Hartwig, J and Ahlers, H and Herr, W and Posso-Trujillo, K and Rudolph, J and Seidel, S and Wendrich, T and Ertmer, W and Herrmann, S and Kubelka-Lange, A and Milke, A and Rievers, B and Rocco, E and Hinton, A and Bongs, K and Oswald, M and M O Franz and Hauth, M and Peters, A and Bawamia, A and Wicht, A and Battelier, B and Bertoldi, A and Bouyer, P and Landragin, A and Massonnet, D and L{\'e}v{\`e}que, T and Wenzlawski, A and Hellmig, O and Windpassinger, P and Sengstock, K and von Klitzing, W and Chaloner, C and Summers, D and Ireland, P and Mateos, I and Sopuerta, C F and Sorrentino, F and Tino, G M and Williams, M and Trenkel, C and Gerardi, D and Chwalla, M and Burkhardt, J and Johann, U and Heske, A and Wille, E and Gehler, M and Cacciapuoti, L and G{\"u}rlebeck, N and Braxmaier, C and Rasel, E}
}
@conference {485,
	title = {On-line CAD Reconstruction with Accumulated Means of Local Geometric Properties},
	booktitle = {Curves and Surfaces, 8th International Conference, Paris 2014},
	year = {2015},
	pages = {181-201},
	publisher = {Springer},
	organization = {Springer},
	author = {Klaus Denker and Bernd Hamann and Georg Umlauf},
	editor = {Boissonnat, J-D and Cohen, A and Gibaru, O and Gout, C and Lyche, T and Mazure, M-L and Schumaker, L L}
}
@article {489,
	title = {Pixel-wise Hybrid Image Registration on Wood Decors},
	journal = {BW-CAR| SINCOM},
	year = {2015},
	pages = {24},
	isbn = { 978-3-00-051859-1},
	author = {Michael Grunwald and M{\"u}ller, J and Martin Schall and Pascal Laube and Georg Umlauf and M O Franz}
}
@conference {486,
	title = {{Support Vector Machines for Classification of Geometric Primitives in Point Clouds}},
	booktitle = {Curves and Surfaces, 8th International Conference, Paris 2014},
	year = {2015},
	pages = {80-95},
	publisher = {Springer},
	organization = {Springer},
	author = {Manuel Caputo and Klaus Denker and M O Franz and Pascal Laube and Georg Umlauf},
	editor = {Boissonnat, J-D and Cohen, A and Gibaru, O and Gout, C and Lyche, T and Mazure, M-L and Schumaker, L L}
}
@proceedings {488,
	title = {A Virtual-Reality 3d-Laser-Scan Simulation},
	year = {2015},
	pages = {68},
	author = {Malvin Danhof and Tarek Schneider and Pascal Laube and Georg Umlauf}
}
@conference {CaEa14,
	title = {Learning geometric primitives in point clouds},
	booktitle = {Symposium on Geometry Processing, Cardiff 2014},
	year = {2014},
	author = {Manuel Caputo and Klaus Denker and M O Franz and Pascal Laube and Georg Umlauf}
}
@conference {262,
	title = {Merging multiple 3d face reconstructions},
	booktitle = {Symposium on Information and Communication Systems},
	year = {2014},
	pages = {7-12},
	author = {Leonard Thie{\ss}en and Pascal Laube and M O Franz and Georg Umlauf},
	editor = {Dirk Benyoucef and Christoph Reich}
}
@article {Aguilera2014,
	title = {{STE-QUEST} {\textemdash} {Test} of the universality of free fall using cold atom interferometry},
	journal = {Classical and Quantum Gravity},
	volume = {31},
	number = {11},
	year = {2014},
	pages = {115010},
	author = {D N Aguilera and H Ahlers and B Battelier and A Bawamia and A Bertoldi and R Bondarescu and K Bongs and P Bouyer and C Braxmaier and L Cacciapuoti and C Chaloner and M Chwalla and W Ertmer and M O Franz and N Gaaloul and M Gehler and D Gerardi and L Gesa and N G{\"u}rlebeck and J Hartwig and M Hauth and O Hellmig and W Herr and S Herrmann and A Heske and A Hinton and P Ireland and P Jetzer and U Johann and M Krutzik and A Kubelka and C L{\"a}mmerzahl and A Landragin and I Lloro and D Massonnet and I Mateos and A Milke and M Nofrarias and M Oswald and A Peters and K Posso-Trujillo and E Rasel and E Rocco and A Roura and J Rudolph and W Schleich and C Schubert and T Schuldt and S Seidel and K Sengstock and C F Sopuerta and F Sorrentino and D Summers and G M Tino and C Trenkel and N Uzunoglu and W von Klitzing and R Walser and T Wendrich and A Wenzlawski and P We{\ss}els and A Wicht and E Wille and M Williams and P Windpassinger and N Zahzam}
}
@conference {Le2013,
	title = {Steganalysis in the presence of watermarked images},
	booktitle = {{Proc. 9th Intl. Conf. on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP- 2013)}},
	year = {2013},
	pages = {513{\textendash}517},
	publisher = {IEEE},
	organization = {IEEE},
	doi = {10.1109/IIH-MSP.2013.133},
	author = {Le, P H D and Graf, D and M O Franz}
}
@conference {DangLe2012,
	title = {How to find relevant training data: a paired bootstrapping approach to blind steganalysis},
	booktitle = {{4th IEEE Intl. Workshop on Information Forensics and Security (WIFS 2012)}},
	year = {2012},
	pages = {228{\textendash}233},
	publisher = {IEEE},
	organization = {IEEE},
	doi = {10.1109/WIFS.2012.6412654},
	author = {Le, P H D and M O Franz}
}
@article {199,
	title = {Real-time triangulation of point streams},
	journal = {Engineering with Computers},
	volume = {27},
	year = {2011},
	pages = {67-80},
	author = {Klaus Denker and Burkhard Lehner and Georg Umlauf}
}
@conference {213,
	title = {Generalized swap operation for tetrahedrizations},
	booktitle = {Scientific Visualization: Advanced Concepts},
	year = {2010},
	publisher = {Schloss Dagstuhl{\textendash}Leibniz Center for Informatics},
	organization = {Schloss Dagstuhl{\textendash}Leibniz Center for Informatics},
	author = {Burkhard Lehner and Bernd Hamann and Georg Umlauf},
	editor = {H.~Hagen}
}
@conference {183,
	title = {Geometric properties of the adaptice Delaunay tessellation},
	booktitle = {Mathematical Methods of Curves and Surfaces, Tondsberg 2008},
	year = {2010},
	author = {Tom Bobach and Alexandru Constantiniu and Paul Steinmann and Georg Umlauf},
	editor = {D{\ae}hlen, M. and Floater, M.S. and Lyche, T. and Merrien, J.-L. and Morken, K. and Schumaker, L.L.}
}
@conference {Schwamberger2010,
	title = {The influence of the image basis on modeling and steganalysis performance},
	booktitle = {{Proc. 12th Intl. Conf. on Information Hiding (IH-2010)}},
	year = {2010},
	pages = {133{\textendash}144},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {Schwamberger, V and Le, P H D and Sch{\"o}lkopf, B and M O Franz},
	editor = {B{\"o}hme, R. and Fong, P.W.L. and Safavi-Naini, R.}
}
@conference {Le2010,
	title = {Single band statistics and steganalysis performance},
	booktitle = {{Proc. 6th Intl. Conf. on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP-2010)}},
	year = {2010},
	pages = {188{\textendash}191},
	author = {Le, P H D and M O Franz}
}
@conference {207,
	title = {Online triangulation of laser-scan data},
	booktitle = {Proceedings of the 17th International Meshing Roundtable 2008},
	year = {2008},
	author = {Klaus Denker and Burkhard Lehner and Georg Umlauf},
	editor = {R.~Garimella}
}
@conference {195,
	title = {Video compression using data-dependent triangulations},
	booktitle = {Computer Graphics and Visualization {\textquoteright}08},
	year = {2008},
	author = {Burkhard Lehner and Georg Umlauf and Bernd Hamann},
	editor = {Y.~Xiao and E.~ten Thij}
}
@conference {209,
	title = {Image Compression Using Data-Dependent Triangulations},
	booktitle = {Advances in Visual Computing},
	year = {2007},
	publisher = {Springer},
	organization = {Springer},
	author = {Burkhard Lehner and Georg Umlauf and Bernd Hamann},
	editor = {George Bebis et al.}
}
@article {durr2007robust,
	title = {Robust hit identification by quality assurance and multivariate data analysis of a high-content, cell-based assay},
	journal = {Journal of biomolecular screening},
	volume = {12},
	number = {8},
	year = {2007},
	pages = {1042{\textendash}1049},
	publisher = {Sage Publications Sage CA: Los Angeles, CA},
	author = {D{\"u}rr, Oliver and Duval, Fran{\c c}ois and Nichols, Anthony and Lang, Paul and Brodte, Annette and Heyse, Stephan and Besson, Dominique}
}
@conference {212,
	title = {Survey of techniques for data-dependent triangulations},
	booktitle = {GI Lecture Notes in Informatics, Visualization of Large and Unstructured Data Sets},
	year = {2007},
	author = {Burkhard Lehner and Georg Umlauf and Bernd Hamann},
	editor = {H.~Hagen and M.~Hering-Bertram and C.~Garth}
}
@conference {211,
	title = {Topographic distance functions for interpolation of meteorological data},
	booktitle = {GI Lecture Notes in Informatics, Visualization of Large and Unstructured Data Sets},
	year = {2006},
	author = {Burkhard Lehner and Georg Umlauf and Bernd Hamann and Susan Ustin},
	editor = {H.~Hagen and A.~Kerren and P.~Dannenmann}
}
@article {heyse2005quantifying,
	title = {Quantifying bioactivity on a large scale: quality assurance and analysis of multiparametric ultra-HTS data},
	journal = {JALA: Journal of the Association for Laboratory Automation},
	volume = {10},
	number = {4},
	year = {2005},
	pages = {207{\textendash}212},
	publisher = {SAGE Publications Sage CA: Los Angeles, CA},
	author = {Heyse, Stephan and Brodte, Annette and Bruttger, Oliver and Duerr, Oliver and Freeman, Tobe and Jung, Tom and Lindemann, Michael and Ottl, Johannes and Rinn, Bernd}
}
@conference {Franz2004b,
	title = {Implicit estimation of {Wiener} series},
	booktitle = {{Machine Learning for Signal Processing XIV, Proc. 2004 IEEE Signal Processing Society Workshop}},
	year = {2004},
	pages = {735{\textendash}744},
	publisher = {IEEE},
	organization = {IEEE},
	address = {New York},
	author = {M O Franz and B Sch{\"o}lkopf},
	editor = {Barros, A and Principe, J C and Larsen, J and Adali, T and Douglas, S}
}
@conference {Fra04c,
	title = {Implicit {Wiener} series for capturing higher-order interactions in images},
	booktitle = {{Proc. Sensory Coding and the Natural Environment 2004}},
	year = {2004},
	author = {M O Franz and B Sch{\"o}lkopf},
	editor = {B A Olshausen and M Lewicki}
}
@conference {218,
	title = {A technique for verifying the smoothness of subdivision schemes},
	booktitle = {Geometric Modeling and Computing: Seattle 2003},
	year = {2004},
	publisher = {Nashboro Press},
	organization = {Nashboro Press},
	author = {Georg Umlauf},
	editor = {M.L.~Lucian and M.~Neamtu}
}
@conference {FraCha02,
	title = {Insect-inspired estimation of self-motion},
	booktitle = {{Proc. 2nd Workshop on Biologically Motivated Computer Vision (BMCV 2002)}},
	series = {LNCS},
	volume = {2525},
	year = {2002},
	pages = {171-180},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {M O Franz and Chahl, J S},
	editor = {H.~H. B{\"u}lthoff and S.-W. Lee and T.~A. Poggio and C. Wallraven}
}
@conference {224,
	title = {Triangular G^2 splines},
	booktitle = {Curve and Surface Design},
	year = {1999},
	publisher = {Vanderbilt University Press},
	organization = {Vanderbilt University Press},
	author = {Hartmut Prautzsch and Georg Umlauf},
	editor = {P.-L.~Laurent and P.~Sablonniere and L.L.~Schumaker}
}
@conference {Distleretal98,
	title = {Navigation in real and virtual environments: judging orientation and distance in a large-scale landscape},
	booktitle = {{Virtual Environment 98: Proc. of the Eurographics Workshop 1998}},
	year = {1998},
	pages = {124~{\textendash}~133},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {Distler, H K and H A H C van Veen and S J Braun and W Heinz and M O Franz and H H B{\"u}lthoff},
	editor = {M Goebel and U Lang and J Landauer and M Walper}
}
@conference {FraSchMalBueZel98,
	title = {Navigation mit Schnappsch{\"u}ssen.},
	booktitle = {{Mustererkennung 1998. Proc. of the 20th DAGM-Symposium}},
	year = {1998},
	pages = {412-428},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {M O Franz and Sch{\"o}lkopf, B and Mallot, H A and B{\"u}lthoff, H H and Zell, A},
	editor = {P Levi and R.-J Ahlers and F May and M Schanz}
}
