@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}
}
@article {623,
	title = {Integrating uncertainty in deep neural networks for MRI based stroke analysis},
	journal = {Medical Image Analysis},
	volume = {65},
	year = {2020},
	pages = {101790},
	author = {Herzog, Lisa and Murina, Elvis and D{\"u}rr, Oliver and Wegener, Susanne and Sick, Beate}
}
@book {688,
	title = {Probabilistic deep learning: With python, keras and tensorflow probability},
	year = {2020},
	publisher = {Manning Publications},
	organization = {Manning Publications},
	author = {D{\"u}rr, Oliver and Sick, Beate and Murina, Elvis}
}
@book {621,
	title = {Probabilistic Deep Learning: With Python, Keras and TensorFlow Probability},
	year = {2020},
	publisher = {Manning Publications},
	organization = {Manning Publications},
	isbn = {9781617296079},
	url = {https://www.manning.com/books/probabilistic-deep-learning},
	author = {Oliver D{\"u}rr and Beate Sick and Elvis Murina}
}
@conference {616,
	title = {Automatic classification of non-small cell lung cancer histologic sub-types by deep learning},
	booktitle = {VIRCHOWS ARCHIV},
	year = {2018},
	month = {09/18},
	pages = {108-108},
	publisher = {Springer},
	organization = {Springer},
	author = {Casanova, R and Murina, Elvis and Haberecker, M and Honcharova-Biletska, H and Vrugt, B and D{\"u}rr, Oliver and Sick, Beate and Soltermann, A}
}
@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 {durr2018know,
	title = {Know When You Don{\textquoteright}t Know: A Robust Deep Learning Approach in the Presence of Unknown Phenotypes},
	journal = {Assay and drug development technologies},
	volume = {16},
	number = {6},
	year = {2018},
	pages = {343{\textendash}349},
	publisher = {Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA},
	url = {https://www.liebertpub.com/doi/10.1089/adt.2018.859},
	author = {D{\"u}rr, Oliver and Murina, Elvis and Siegismund, Daniel and Tolkachev, Vasily and Steigele, Stephan and Sick, Beate}
}
@conference {meier2018learning,
	title = {Learning Neural Models for End-to-End Clustering},
	booktitle = {IAPR Workshop on Artificial Neural Networks in Pattern Recognition},
	year = {2018},
	pages = {126{\textendash}138},
	publisher = {Springer},
	organization = {Springer},
	doi = {https://doi.org/10.1007/978-3-319-99978-4_10},
	url = {https://link.springer.com/chapter/10.1007\%2F978-3-319-99978-4_10},
	author = {Meier, Benjamin Bruno and Elezi, Ismail and Amirian, Mohammadreza and D{\"u}rr, Oliver and Stadelmann, Thilo}
}
@book {637,
	title = {Learning to Cluster},
	year = {2018},
	author = {Benjamin Bruno Meier and Thilo Stadelmann and Oliver D{\"u}rr}
}
@conference {667,
	title = {Detection of variations in holter ECG recordings based on dynamic cluster analysis},
	booktitle = {International Conference on Intelligent Decision Technologies},
	year = {2017},
	author = {Hermann, Matthias and N. Madrid and R. Seepold}
}
@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}
}
@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}
}
@article {franzini2015gene,
	title = {Gene expression signatures predictive of bevacizumab/erlotinib therapeutic benefit in advanced non-squamous non-small cell lung cancer patients (SAKK 19/05 trial)},
	journal = {Clinical Cancer Research},
	year = {2015},
	pages = {clincanres{\textendash}{\textendash}3135},
	publisher = {American Association for Cancer Research},
	author = {Franzini, Anca and Baty, Florent and Macovei, Ina I and D{\"u}rr, Oliver and Droege, Cornelia and Betticher, Daniel and Grigoriu, Bogdan D and Klingbiel, Dirk and Zappa, Francesco and Brutsche, Martin}
}
@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}
}
@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}
}
@article {Franz2012,
	title = {{Systematische Merkmalsbewertung in komplexen Ultraschallsignalen mit Lernmaschinen}},
	journal = {Informatik-Spektrum},
	volume = {35},
	number = {5},
	year = {2012},
	pages = {348~{\textendash}~353},
	doi = {10.1007/s00287-011-0557-4},
	author = {M O Franz and Yovel, Y and Melc{\'o}n, M L and Stilz, P and Schnitzler, H.-U}
}
@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.}
}
@article {YovEa09a,
	title = {The voice of bats: how greater mouse-eared bats recognize individuals based on their echolocation calls},
	journal = {PLoS Comput. Biol.},
	volume = {5},
	number = {6},
	year = {2009},
	pages = {e1000400:10.1371/journal.pcbi.1000400},
	issn = {1553-7358},
	doi = {10.1371/journal.pcbi.1000400},
	author = {Y Yovel and M L Melc{\'o}n and M O Franz and A Denzinger and H.-U Schnitzler}
}
@conference {Yov08c,
	title = {Bats can use echolocation calls for individual recognition},
	booktitle = {{Proc. Sensory coding and the natural environment 2008}},
	year = {2008},
	author = {Y Yovel and P Stilz and M L Melc{\'o}n and M O Franz and H.-U Schnitzler}
}
@inbook {Franz2008,
	title = {A robot system for biomimetic navigation - from snapshots to metric embeddings of view graphs},
	booktitle = {{Robotics and Cognitive Approaches to Spatial Mapping}},
	volume = {38},
	year = {2008},
	pages = {297{\textendash}314},
	publisher = {Springer},
	organization = {Springer},
	edition = {{Springer Tracts in Advanced Robotics}},
	author = {M O Franz and St{\"u}rzl, W and H{\"u}bner, W and Mallot, H A},
	editor = {Yeap, A W and Jefferies, M}
}
@conference {185,
	title = {Discrete harmonic functions from local coordinates},
	booktitle = {Mathematics of Surfaces XII},
	year = {2007},
	publisher = {Springer-Verlag},
	organization = {Springer-Verlag},
	author = {Tom Bobach and Gerald Farin and Dianne Hansford and Georg Umlauf},
	editor = {R.~Martin and M.~Sabin and J.~Winkler}
}
@conference {203,
	title = {Embedded vertex shader in {FPGA}},
	booktitle = {Embedded System Design: Topics, Techniques and Trends},
	year = {2007},
	publisher = {Springer-Verlag},
	organization = {Springer-Verlag},
	author = {Lars Middendorf and Felix M{\"u}hlbauer and Georg Umlauf and Christophe Bobda},
	editor = {A. Rettberg et al.}
}
@conference {Fra07c,
	title = {Implicit {Wiener} series for estimating nonlinear receptive fields},
	booktitle = {{Proc. 31st G{\"o}ttingen Neurobiolgy Conf.}},
	year = {2007},
	pages = {1199},
	publisher = {Thieme},
	organization = {Thieme},
	address = {Stuttgart},
	author = {M O Franz and J H Macke and A Saleem and S R Schultz}
}
@conference {Kie07c,
	title = {Learning the influence of spatio-temporal variations in local image structure on visual saliency},
	booktitle = {{Proc. 10.~T{\"u}binger Wahr\-neh\-mungs\-konferenz (TWK 2007)}},
	year = {2007},
	pages = {63},
	publisher = {Knirsch},
	organization = {Knirsch},
	address = {Kirchentellinsfurt},
	author = {W Kienzle and F A Wichmann and B Sch{\"o}lkopf and M O Franz},
	editor = {H.~H. B{\"u}lthoff and A. Chatziastros and H.~A. Mallot and R. Ulrich}
}
@conference {Kie07a,
	title = {Nonlinear receptive field analysis: making kernel methods interpretable},
	booktitle = {{Proc. of the Computational and Systems Neuroscience Meeting 2007 (COSYNE 2007)}},
	year = {2007},
	author = {W Kienzle and J H Macke and F A Wichmann and B Sch{\"o}lkopf and M O Franz}
}
@conference {206,
	title = {Tuning subdivision algorithms using constrained energy minimization},
	booktitle = {Mathematics of Surfaces XII},
	year = {2007},
	publisher = {Springer-Verlag},
	organization = {Springer-Verlag},
	author = {Ingo Ginkel and Georg Umlauf},
	editor = {R.~Martin and M.~Sabin and J.~Winkler}
}
@conference {184,
	title = {Controlling a subdivision tuning method},
	booktitle = {Curve and Surface Fitting},
	year = {2006},
	author = {Ingo Ginkel and Georg Umlauf},
	editor = {A.~Cohen and J.-L.~Merrien and L.L.~Schumaker}
}
@conference {McAuley2006,
	title = {Learning high-order {MRF} priors of color images},
	booktitle = {{Proc. of the 23rd Intl. Conf. on Machine Learning (ICML 2006)}},
	year = {2006},
	pages = {617{\textendash}624},
	publisher = {ACM},
	organization = {ACM},
	author = {McAuley, J J and Caetano, T S and Smola, A J and M O Franz}
}
@conference {215,
	title = {On normals and control nets},
	booktitle = {Mathematics of Surfaces XI},
	year = {2005},
	publisher = {Springer-Verlag},
	organization = {Springer-Verlag},
	author = {Ingo Ginkel and J{\"o}rg Peters and Georg Umlauf},
	editor = {R.~Martin and H.~Bez and M.~Sabin pages = 233-239}
}
@conference {SinFra04,
	title = {Learning depth},
	booktitle = {{Proc. 7.~T{\"u}binger Wahrnehmungskonferenz (TWK 2004)}},
	year = {2004},
	pages = {68},
	publisher = {Knirsch},
	organization = {Knirsch},
	address = {Kirchentellinsfurt},
	author = {F Sinz and M O Franz},
	editor = {H H B{\"u}lthoff and H A Mallot and R Ulrich and F A Wichmann}
}
@conference {BakIlgFraGie03,
	title = {Constraints measures and reproduction of style in robot imitation learning},
	booktitle = {{Proc. 6.~T{\"u}binger Wahrnehmungskonferenz (TWK 2003)}},
	year = {2003},
	pages = {70},
	publisher = {Knirsch},
	organization = {Knirsch},
	address = {Kirchentellinsfurt},
	author = {Bak{\i}r, G H and Ilg, W and M O Franz and Giese, M},
	editor = {H.~H. B{\"u}lthoff and K.~R. Gegenfurtner and H.~A. Mallot and R. Ulrich and F.~A. Wichmann}
}
@conference {Ilg2003,
	title = {Hierarchical spatio-temporal morphable models for representation of complex movements for imitation learning},
	booktitle = {{Proc. of the 11th International Conference on Advanced Robotics}},
	volume = {2},
	year = {2003},
	pages = {453{\textendash}458},
	publisher = {University of Coimbra},
	organization = {University of Coimbra},
	address = {Coimbra},
	author = {Ilg, W and Bak{\i}r, G H and M O Franz and Giese, M A},
	editor = {Nunes, U and de Almeida, A and Bejczy, A and Kosuge, K and Machado, J}
}
@conference {Ilg_etal03,
	title = {A representation of complex movement sequences based on hierarchical spatio-temporal correspondence for imitation learning in robotics},
	booktitle = {{Proc. 6.~T{\"u}binger Wahrnehmungskonferenz (TWK 2003)}},
	year = {2003},
	pages = {74},
	publisher = {Knirsch},
	organization = {Knirsch},
	address = {Kirchentellinsfurt},
	author = {W Ilg and G H Bak{\i}r and M O Franz and M Giese},
	editor = {H H B{\"u}lthoff and K R Gegenfurtner and H A Mallot and R Ulrich and F A Wichmann}
}
@conference {Fra03c,
	title = {Robots with cognition?},
	booktitle = {{Proc. 6.~T{\"u}binger Wahrnehmungskonferenz (TWK 2003)}},
	year = {2003},
	publisher = {Knirsch},
	organization = {Knirsch},
	address = {Kirchentellinsfurt},
	author = {M O Franz},
	editor = {H H B{\"u}lthoff and K R Gegenfurtner and H A Mallot and R Ulrich and F A Wichmann}
}
@article {durr2002effective,
	title = {Effective medium theory of conduction in stretched polymer electrolytes},
	journal = {arXiv preprint cond-mat/0202165},
	year = {2002},
	author = {D{\"u}rr, Oliver and Dieterich, Wolfgang and Maas, Philipp and Nitzan, Abraham}
}
@article {FraMal00,
	title = {Biomimetic robot navigation},
	journal = {Robotics and Autonomous Systems},
	volume = {30},
	year = {2000},
	pages = {133~{\textendash}~153},
	author = {M O Franz and Mallot, H A}
}
@conference {221,
	title = {Gaussian and mean curvature of subdivision surfaces},
	booktitle = {The Mathematics of Surfaces IX},
	year = {2000},
	author = {J{\"o}rg Peters and Georg Umlauf},
	editor = {R.~Cipolla and R.~Martin}
}
@conference {StaHahFraSpi00,
	title = {{Subliminale Darbietung verkehrsrelevanter Information in Kraftfahrzeugen}},
	booktitle = {{Proc. 3.~T{\"u}binger Wahrnehmungskonferenz (TWK 20009)}},
	year = {2000},
	pages = {98},
	publisher = {Knirsch},
	organization = {Knirsch},
	address = {Kirchentellinsfurt},
	author = {M Staedtgen and S Hahn and M O Franz and M Spitzer},
	editor = {H H B{\"u}lthoff and K R Gegenfurtner and H A Mallot}
}
@conference {FraNeuPlaMalZel99,
	title = {Can fly tangential neurons be used to estimate self-motion?},
	booktitle = {{Proc. of the 9th Intl. Conf. on Artificial Neural Networks (ICANN 1999)}},
	volume = {CP 470},
	year = {1999},
	pages = {994-999},
	publisher = {IEE},
	organization = {IEE},
	address = {London},
	author = {M O Franz and Neumann, T R and Plagge, M and Mallot, H A and Zell, A},
	editor = {D Willshaw and A Murray}
}
@conference {MalGilSteFra99,
	title = {Recognition-triggered response and the view-graph approach to spatial cognition},
	booktitle = {{Spatial Information Theory - Cognitive and Computational Foundations of Geographic Information Science (COSIT 99)}},
	series = {LNCS},
	volume = {1661},
	year = {1999},
	pages = {367-380},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {H A Mallot and S Gillner and S D Steck and M O Franz},
	editor = {C Freksa and D M Mark}
}
@article {FraSchMalBue98a,
	title = {Learning view graphs for robot navigation},
	journal = {Autonomous Robots},
	volume = {5},
	year = {1998},
	pages = {111~{\textendash}~125},
	author = {M O Franz and Sch{\"o}lkopf, B and Mallot, H A and B{\"u}lthoff, H H}
}
@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}
}
@article {FraSchMalBue98b,
	title = {Where did {I} take that snapshot? {Scene-based} homing by image matching},
	journal = {Biol. Cybern.},
	volume = {79},
	year = {1998},
	pages = {191~{\textendash}~202},
	author = {M O Franz and Sch{\"o}lkopf, B and Mallot, H A and B{\"u}lthoff, H H}
}
@conference {FraSchGeoMalBue97,
	title = {Learning view graphs for robot navigation},
	booktitle = {{Proc.\ 1.{\.I}ntl.\ Conf.\ on Autonomous Agents}},
	year = {1997},
	pages = {138~{\textendash}~147},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {New York},
	author = {M O Franz and Sch{\"o}lkopf, B and Georg, P and Mallot, H A and B{\"u}lthoff, H H},
	editor = {Johnson, W L}
}
@conference {MalFraSchBue97,
	title = {The view-graph approach to visual navigation and spatial memory},
	booktitle = {{Proc. of the 7th Intl. Conf. on Artificial Neural Networks (ICANN 97)}},
	series = {LNCS},
	volume = {1327},
	year = {1997},
	pages = {751~{\textendash}~756},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {H A Mallot and M O Franz and B Sch{\"o}lkopf and H H B{\"u}lthoff},
	editor = {W. Gerstner and A. Germond and M. Hasler and J.-D Nicoud}
}
@conference {FraSchMalBue96,
	title = {Aktives {Erwerben} eines {Ansichtsgraphen} zur diskreten {Repr{\"a}sentation} offener {Umwelten}},
	booktitle = {Fortschritte der {K{\"u}nstlichen Intelligenz}},
	series = {20. Deutsche Jah\-res\-tagung {f{\"u}r} {K{\"u}nstliche} Intelligenz {(KI 96)}},
	year = {1996},
	pages = {92},
	publisher = {Dresden University Press},
	organization = {Dresden University Press},
	address = {Dresden},
	author = {M O Franz and Sch{\"o}lkopf, B and Mallot, H A and B{\"u}lthoff, H H},
	editor = {Thielscher, M and Bornscheuer, S.-E}
}
