@article {680,
	title = {Deep transformation models for functional outcome prediction after acute ischemic stroke},
	journal = {Biometrical Journal},
	volume = {65},
	year = {2023},
	pages = {2100379},
	author = {Herzog, Lisa and Kook, Lucas and G{\"o}tschi, Andrea and Petermann, Katrin and H{\"a}nsel, Martin and Hamann, Janne and D{\"u}rr, Oliver and Wegener, Susanne and Sick, Beate}
}
@article {681,
	title = {Short-term density forecasting of low-voltage load using Bernstein-polynomial normalizing flows},
	journal = {IEEE Transactions on Smart Grid},
	year = {2023},
	author = {Arpogaus, Marcel and Voss, Marcus and Sick, Beate and Nigge-Uricher, Mark and D{\"u}rr, Oliver}
}
@article {684,
	title = {Deep and interpretable regression models for ordinal outcomes},
	journal = {Pattern Recognition},
	volume = {122},
	year = {2022},
	pages = {108263},
	author = {Kook, Lucas and Herzog, Lisa and Hothorn, Torsten and D{\"u}rr, Oliver and Sick, Beate}
}
@conference {642,
	title = {Accelerating Active Learning Image Labeling Through Bulk Shift Recommendations},
	booktitle = {2021 International Conference on Data Mining Workshops (ICDMW)},
	year = {2021},
	month = {07/2021},
	pages = {398-404},
	author = {Philipp Scharpf and Chi Lap Hong and Oliver Duerr}
}
@conference {686,
	title = {Accelerating Active Learning Image Labeling Through Bulk Shift Recommendations},
	booktitle = {2021 International Conference on Data Mining Workshops (ICDMW)},
	year = {2021},
	pages = {398{\textendash}404},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Scharpf, Philipp and Hong, Chi Lap and D{\"u}rr, Oliver}
}
@conference {624,
	title = {Deep transformation models: Tackling complex regression problems with neural network based transformation models},
	booktitle = {Accepted for Proceedings of the 25th International Conference on Pattern Recognition (ICPR), Milan/Online, 2021},
	year = {2021},
	author = {Sick, Beate and Hothorn, Torsten and D{\"u}rr, Oliver}
}
@conference {640,
	title = {Probabilistic Short-Term Low-Voltage Load Forecasting using Bernstein-Polynomial Normalizing Flows},
	booktitle = {ICML 2021, Workshop Tackling Climate Change with Machine Learning, June 26, 2021, virtual},
	year = {2021},
	author = {Marcel Arpogaus and Marcus Vo{\ss} and Beate Sick and Mark Nigge-Uricher and Oliver D{\"u}rr}
}
@conference {687,
	title = {Probabilistic short-term low-voltage load forecasting using bernstein-polynomial normalizing flows},
	booktitle = {ICML 2021, Workshop Tackling Climate Change with Machine Learning, June 26, 2021, virtual},
	year = {2021},
	author = {Arpogaus, Marcel and Vo{\ss}, Marcus and Sick, Beate and Nigge-Uricher, Mark and D{\"u}rr, Oliver}
}
@article {641,
	title = {Transformation models for flexible posteriors in variational bayes},
	journal = {arXiv preprint},
	year = {2021},
	pages = {2106.00528},
	author = {Sefan H{\"o}rtling and Daniel Dold and Oliver D{\"u}rr and Beate Sick}
}
@article {639,
	title = {Deep and interpretable regression models for ordinal outcomes},
	journal = {arXiv preprint},
	year = {2020},
	pages = {2010.08376},
	author = {Lucas Kook and Lisa Herzog and Torsten Hothorn and Oliver D{\"u}rr and Beate Sick}
}
@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}
}
@article {638,
	title = {Ordinal neural network transformation models: deep and interpretable regression models for ordinal outcomes},
	journal = {arXiv e-prints},
	year = {2020},
	pages = {2010.08376},
	author = {Lucas Kook and Lisa Herzog and Torsten Hothorn and Oliver D{\"u}rr and Beate Sick}
}
@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}
}
@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}
}
@conference {622,
	title = {Single Shot MC Dropout Approximation},
	booktitle = {ICML Workshop on Uncertainty and Robustness in Deep Learning},
	year = {2020},
	author = {Brach, Kai and Beate Sick and Oliver D{\"u}rr}
}
@inbook {614,
	title = {Beyond ImageNet: Deep Learning in Industrial Practice},
	booktitle = {Applied Data Science},
	year = {2019},
	pages = {205-232},
	publisher = {Springer},
	organization = {Springer},
	isbn = {978-3-030-11820-4},
	issn = {978-3-030-11821-1},
	doi = {https://doi.org/10.1007/978-3-030-11821-1_12},
	url = {https://link.springer.com/chapter/10.1007\%2F978-3-030-11821-1_12},
	author = {Stadelmann, Thilo and Tolkachev, Vasily and Sick, Beate and D{\"u}rr, Oliver}
}
@article {613,
	title = {Bone erosion scoring for rheumatoid arthritis with deep convolutional neural networks},
	year = {2019},
	url = {https://www.journals.elsevier.com/computers-and-electrical-engineering},
	author = {Rohrbach, Janick and Rainhard, Tobias and Sick, Beate and D{\"u}rr, Oliver}
}
@conference {604,
	title = {Dissecting Multi-Line Handwriting for Multi-Dimensional Connectionist Classification},
	booktitle = {15th IAPR International Conference on Document Analysis and Recognition},
	year = {2019},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Martin Schall and Marc-Peter Schambach and Matthias O. Franz}
}
@conference {617,
	title = {Fast and Reliable Acquisition of Truth Data for Document Analysis using Cyclic Suggest Algorithms},
	booktitle = {ICDAR-OST: The 2nd International Workshop on Open Services and Tools for Document Analysis},
	year = {2019},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Marc-Peter Schambach and Stephan von der N{\"u}ll and Martin Schall}
}
@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 {stadelmann2018capturing,
	title = {Capturing Suprasegmental Features of a Voice with RNNs for Improved Speaker Clustering},
	booktitle = {IAPR Workshop on Artificial Neural Networks in Pattern Recognition},
	year = {2018},
	pages = {333{\textendash}345},
	publisher = {Springer},
	organization = {Springer},
	url = {https://www.springerprofessional.de/capturing-suprasegmental-features-of-a-voice-with-rnns-for-impro/16083698},
	author = {Stadelmann, Thilo and Glinski-Haefeli, Sebastian and Gerber, Patrick and D{\"u}rr, Oliver}
}
@article {593,
	title = {Developing deep learning applications for life science and pharma industry},
	journal = {Drug research},
	volume = {68},
	year = {2018},
	pages = {305{\textendash}310},
	doi = {https://doi.org/10.1055/s-0043-124761},
	url = {https://doi.org/10.1055/s-0043-124761},
	author = {Siegismund, Daniel and Tolkachev, Vasily and Heyse, Stephan and Sick, Beate and D{\"u}rr, Oliver and Steigele, Stephan}
}
@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 {522,
	title = {LSTM Networks for Edit Distance Calculation with Exchangeable Dictionaries},
	booktitle = {13th IAPR International Workshop on Document Analysis Systems},
	year = {2018},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Martin Schall and Haiyan P. Buehrig and Marc-Peter Schambach and M O Franz}
}
@conference {521,
	title = {Multi-Dimensional Connectionist Classification: Reading Text in One Step},
	booktitle = {13th IAPR International Workshop on Document Analysis Systems},
	year = {2018},
	publisher = {IEEE},
	organization = {IEEE},
	author = {Martin Schall and Marc-Peter Schambach and M O Franz}
}
@conference {597,
	title = {Visualization-Assisted Development of Deep Learning Models in Offline Handwriting Recognition},
	booktitle = {Visualization in Data Science (VDS at IEEE VIS) 2018},
	year = {2018},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Berlin/Germany},
	author = {Martin Schall and Dominik Sacha and Manuel Stein and M O Franz and Daniel A. Keim}
}
@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 {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 {505,
	title = {Improving gradient-based LSTM training for offline handwriting recognition by careful selection of the optimization method},
	booktitle = {Conference: BW-CAR Symposium on Information and Communication Systems (SInCom)},
	year = {2016},
	month = {12/2016},
	author = {Martin Schall and Marc-Peter Schambach and M O Franz}
}
@conference {491,
	title = {Increasing robustness of handwriting recognition using character n-gram decoding on large lexica},
	booktitle = {12th IAPR International Workshop on Document Analysis Systems},
	year = {2016},
	publisher = {IEEE},
	organization = {IEEE},
	keywords = {connectionist temporal classification, lexicon based decoding, long-short-term-memory, n-gram index, offline handwriting recognition, recurrent neural network},
	author = {Martin Schall and Marc-Peter Schambach and M O Franz}
}
@article {durr2016single,
	title = {Single-Cell Phenotype Classification Using Deep Convolutional Neural Networks},
	journal = {Journal of biomolecular screening},
	volume = {21},
	number = {9},
	year = {2016},
	pages = {998{\textendash}1003},
	publisher = {SAGE Publications},
	doi = {https://doi.org/10.1177/1087057116631284},
	url = {https://doi.org/10.1177/1087057116631284},
	author = {D{\"u}rr, Oliver and Sick, Beate}
}
@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}
}
@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 {490,
	title = {Radiometric calibration of digital cameras using Gaussian processes},
	booktitle = {SPIE Optics+ Optoelectronics},
	year = {2015},
	publisher = {International Society for Optics and Photonics},
	organization = {International Society for Optics and Photonics},
	doi = {10.1117/12.2178601},
	author = {Martin Schall and Michael Grunwald 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}
}
@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 {stadelmann2013applied,
	title = {Applied Data Science in Europe: Challenges for Academia in Keeping Up with a Highly Demanded Topic},
	journal = {European Computer Science Summit. Amsterdam, Netherlands},
	year = {2013},
	author = {Stadelmann, T and Stockinger, K and Braschler, M and Cieliebak, M and Baudinot, G and D{\"u}rr, O and Ruckstuhl, A}
}
@conference {Schuldt2013,
	title = {A compact high-performance frequency reference for space applications},
	booktitle = {{29th Intl. Symposium on Space Technology and Science (ISTS 2013), Nagoya (Japan)}},
	year = {2013},
	author = {Schuldt, T and D{\"o}ringshoff, K and St{\"u}hler, J and Kovalchuk, E and M O Franz and Gohlke, M and Weise, D and Johann, U and Peters, A and Braxmaier, C}
}
@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}
}
@article {Yovel2011,
	title = {Echo-based object recognition in echolocating bats},
	journal = {J.~Comp.~Phyiol.~A},
	volume = {197},
	year = {2011},
	note = {Invited review.},
	pages = {475{\textendash}490},
	doi = {10.1007/s00359-010-0584-7},
	author = {Yovel, Y and M O Franz 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.}
}
@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 {Schwamberger2010a,
	title = {Simple algorithmic modifications for improving blind steganalysis performance},
	booktitle = {{Proc. of the 2010 Workshop on Multimedia and Security (MM\&Sec 2010)}},
	year = {2010},
	publisher = {ACM Press},
	organization = {ACM Press},
	address = {New York},
	author = {Schwamberger, V and M O Franz}
}
@article {Kienzle2009,
	title = {Center-surround patterns emerge as optimal predictors for human saccade targets},
	journal = {J. of Vision},
	volume = {9},
	number = {5},
	year = {2009},
	pages = {1{\textendash}15},
	doi = {10.1167/9.5.7.Introduction},
	author = {Kienzle, W and M O Franz and Sch{\"o}lkopf, B}
}
@conference {Barbero2009,
	title = {Implicit {Wiener} series analysis of epileptic seizure recordings.},
	booktitle = {{Ann. Intl. Conf. of the IEEE Engineering in Medicine and Biology Society}},
	year = {2009},
	pages = {5304{\textendash}5307},
	doi = {10.1109/IEMBS.2009.5333080},
	author = {Barbero, A and M O Franz and van Drongelen, W and Dorronsoro, J R and Sch{\"o}lkopf, B and Grosse-Wentrup, M}
}
@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}
}
@article {YovEa09b,
	title = {What a plant sounds like: the statistics of vegetation echoes as received by echolocating bats},
	journal = {PLoS Comput. Biol.},
	volume = {5},
	number = {7},
	year = {2009},
	pages = {e1000429. doi:10.1371/journal.pcbi.1000429},
	doi = {10.1371/journal.pcbi.1000429},
	author = {Y Yovel and P Stilz and M O Franz and A Boonman and H.-U Schnitzler}
}
@article {182,
	title = {The adaptive Delaunay tesselation: A neighborhood covering meshing technique},
	journal = {Computational Mechanics},
	volume = {42},
	year = {2008},
	pages = {655-669},
	author = {Alexandru Constantiniu and Paul Steinmann and Tom Bobach and Gerald Farin and Georg Umlauf}
}
@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}
}
@article {YovEa08,
	title = {Plant classification from bat-like echolocation signals},
	journal = {PLoS Comput.\ Biol.},
	volume = {4},
	number = {3},
	year = {2008},
	pages = {e1000032},
	doi = {10.1371/journal.pcbi.1000032},
	author = {Y Yovel and M O Franz and P Stilz 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 {Yov08b,
	title = {The statistics of plant echoes as perceived by echolocating bats},
	booktitle = {{ASA Meeting Paris}},
	year = {2008},
	author = {Y Yovel and P Stilz and M O Franz and H.-U Schnitzler}
}
@conference {Yov08a,
	title = {The statistics of plant echoes as perceived by echolocating bats},
	booktitle = {{Proc. of the Computational and Systems Neuroscience Meeting 2008 (COSYNE 2008)}},
	year = {2008},
	author = {Y Yovel and P Stilz and M O Franz and H.-U Schnitzler}
}
@conference {Yovel2008,
	title = {The statistics of plant echoes as perceived by echolocating bats},
	booktitle = {{Acoustics 08, Paris, SBN 978-2-9521105-4- 9 - EAN 9782952110549}},
	volume = {123},
	number = {5},
	year = {2008},
	pages = {DVD Proc.},
	publisher = {Acoustical Society of America},
	organization = {Acoustical Society of America},
	address = {New York},
	author = {Yovel, Y and M O Franz and Stilz, P and Schnitzler, H.-U}
}
@conference {Kie07b,
	title = {Center-surround filters emerge from optimizing predictivity in a free-viewing task},
	booktitle = {{Proc. of the Computational and Systems Neuroscience Meeting 2007 (COSYNE 2007)}},
	year = {2007},
	author = {W Kienzle and F A Wichmann and B Sch{\"o}lkopf and M O Franz}
}
@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 {Kienzle2007a,
	title = {How to find interesting locations in video: a spatiotemporal interest point detector learned from human eye movements},
	booktitle = {{Lecture Notes in Computer Science: Pattern Recognition (DAGM 2007)}},
	year = {2007},
	pages = {405{\textendash}417},
	publisher = {Springer},
	organization = {Springer},
	address = {Heidelberg},
	author = {Kienzle, W and Sch{\"o}lkopf, B and Wichmann, F A and M O Franz}
}
@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 {Kienzle2007,
	title = {A nonparametric approach to bottom-up visual saliency},
	booktitle = {{Advances in Neural Information Processing Systems 19}},
	volume = {19},
	year = {2007},
	pages = {689{\textendash}696},
	publisher = {MIT Press},
	organization = {MIT Press},
	address = {Cambridge, MA},
	author = {Kienzle, W and Wichmann, F A and Sch{\"o}lkopf, B and M O Franz},
	editor = {Sch{\"o}lkopf, B. and Platt, J. and Hoffmann, T.}
}
@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 {Franz2006,
	title = {Implicit {Volterra} and {Wiener series} for higher-order image analysis},
	booktitle = {{Advances in Data Analysis 30th Ann. Conf. German Classification Society}},
	year = {2006},
	pages = {60},
	author = {M O Franz and Sch{\"o}lkopf, B}
}
@conference {Kie_ea_06,
	title = {Learning an interest operator from human eye movements},
	booktitle = {{Beyond Patches Workshop, Intl. Conf. on Computer Vision and Pattern Recognition}},
	year = {2006},
	pages = {1{\textendash}8},
	publisher = {IEEE Computer Society},
	organization = {IEEE Computer Society},
	author = {Kienzle, W and Wichmann, F A and Sch{\"o}lkopf, B and M O Franz},
	editor = {C. Schmid and S. Soatto and Tomasi, C}
}
@conference {Kie06a,
	title = {Learning eye movements},
	booktitle = {{Proc. Sensory Coding and the Natural Environment 2006}},
	year = {2006},
	author = {W Kienzle and F A Wichmann and B Sch{\"o}lkopf and M O Franz}
}
@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 {219,
	title = {Loop subdivision with curvature control},
	booktitle = {Eurographics Symposium on Geometry Processing},
	year = {2006},
	publisher = {Eurographics},
	organization = {Eurographics},
	author = {Ingo Ginkel and Georg Umlauf},
	editor = {K.~Polthier and A.~Sheffer}
}
@article {FraSch06,
	title = {A unifying view of {Wiener} and {Volterra} theory and polynomial kernel regression},
	journal = {Neural Computation},
	volume = {18},
	number = {12},
	year = {2006},
	pages = {3097~{\textendash}~3118},
	author = {M O Franz and Sch{\"o}lkopf, B}
}
@conference {Kie_ea_05a,
	title = {Face detection {\textendash} efficient and rank deficient},
	booktitle = {{Advances in Neural Information Processing Systems 17}},
	year = {2005},
	pages = {673{\textendash}680},
	publisher = {MIT Press},
	organization = {MIT Press},
	author = {W Kienzle and G H Bak{\i}r and M O Franz and B Sch{\"o}lkopf},
	editor = {Saul, L K and Y Weiss and L Bottou}
}
@article {KimFraSch05,
	title = {Iterative kernel principal component analysis for image modeling},
	journal = {IEEE Trans. PAMI},
	volume = {27},
	number = {9},
	year = {2005},
	pages = {1351~{\textendash}~1366},
	author = {K I Kim and M O Franz and B Sch{\"o}lkopf}
}
@conference {Kie05a,
	title = {Learning an interest operator from eye movements},
	booktitle = {{Proc. Workshop on Bioinspired Information Processing 2005}},
	year = {2005},
	author = {W Kienzle and F A Wichmann and B Sch{\"o}lkopf and M O Franz}
}
@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 {Kim2004,
	title = {Kernel {Hebbian} algorithm for single-frame super-resolution},
	booktitle = {{Statistical Learning in Computer Vision (SLCV 2004), ECCV 2004 Workshop, Prague}},
	year = {2004},
	pages = {135{\textendash}149},
	author = {Kim, K I and M O Franz and Sch{\"o}lkopf, B}
}
@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 {SinEa04,
	title = {Learning depth from stereo},
	booktitle = {{Pattern Recognition, Proc.\ 26th DAGM Symposium}},
	series = {LNCS},
	volume = {3175},
	year = {2004},
	pages = {245~{\textendash}~252},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {F Sinz and J Qui{\~n}onero~Candela and G H Bak{\i}r and C E Rasmussen and M O Franz},
	editor = {C E Rasmussen and H H B{\"u}lthoff and M A Giese and B Sch{\"o}lkopf}
}
@conference {Bakir2004,
	title = {Multivariate Regression via {Stiefel} Manifold Constraints},
	booktitle = {{Pattern Recognition, Proc. of the 26th DAGM Symposium (DAGM 2004)}},
	year = {2004},
	pages = {262-269},
	publisher = {Springer},
	organization = {Springer},
	address = {Heidelberg},
	author = {G H Bak{\i}r and A Gretton and M O Franz and B Sch{\"o}lkopf},
	editor = {Rasmussen, C E and H H B{\"u}lthoff and M A Giese and B Sch{\"o}lkopf}
}
@conference {FraKwoRasSch04,
	title = {Semi-supervised kernel regression using whitened function classes},
	booktitle = {{Pattern Recognition, Proc.\ 26th DAGM Symposium}},
	series = {LNCS},
	volume = {3175},
	year = {2004},
	pages = {18~{\textendash}~26},
	publisher = {Springer},
	organization = {Springer},
	address = {Berlin},
	author = {M O Franz and Kwon, Y and Rasmussen, C E and Sch{\"o}lkopf, B},
	editor = {C.~E. Rasmussen and H.~H. B{\"u}lthoff and M.~A. Giese and B. Sch{\"o}lkopf}
}
@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 {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}
}
@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}
}
@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 {FraSchBue97,
	title = {Homing by parameterized scene matching},
	booktitle = {{Proc. 4th Europ. Conf. on Artificial Life}},
	year = {1997},
	pages = {236~{\textendash}~245},
	author = {M O Franz and Sch{\"o}lkopf, B 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}
}
