@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}
}
@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 {625,
	title = {Detecting and mapping tree seedlings in UAV imagery using convolutional neural networks and field-verified data},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	volume = {168},
	year = {2020},
	pages = {156 - 169},
	keywords = {Convolutional networks, Deep learning, Forest establishment, Object detection, Tree seedlings, Unmanned aerial vehicles},
	issn = {0924-2716},
	doi = {https://doi.org/10.1016/j.isprsjprs.2020.08.005},
	url = {http://www.sciencedirect.com/science/article/pii/S0924271620302136},
	author = {Grant D. Pearse and Alan Y.S. Tan and Michael S. Watt and Matthias O. Franz and Jonathan P. Dash}
}
@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 {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}
}
@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 {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}
}
@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.}
}
@article {191,
	title = {Normals of subdivision surfaces and their control polyhedra},
	journal = {Computer Aided Geometric Design},
	volume = {24},
	year = {2007},
	pages = {112-116},
	author = {Ingo Ginkel and J{\"o}rg Peters and Georg Umlauf}
}
@inbook {702,
	title = {Stochastic modelling of ion diffusion in complex systems},
	booktitle = {Anomalous Diffusion From Basics to Applications},
	year = {2007},
	pages = {175{\textendash}185},
	publisher = {Springer Berlin Heidelberg},
	organization = {Springer Berlin Heidelberg},
	isbn = {9783540654162},
	doi = {10.1007/bfb0106841},
	url = {http://dx.doi.org/10.1007/bfb0106841},
	author = {Dieterich, W. and D{\"u}rr, O. and Pendzig, P. and Nitzan, A.}
}
@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 {223,
	title = {Parametrizations for triangular G^k spline surfaces of low degree},
	journal = {ACM Transactions on Graphics},
	volume = {24},
	year = {2006},
	pages = {1281-1293},
	author = {Hartmut Prautzsch and Georg Umlauf}
}
@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 {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 {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 {Fra02,
	title = {Optimal linear estimation of self-motion - a real-world test of a model of fly tangential neurons},
	booktitle = {{SAB02 Workshop on Robotics as Theoretical Biology}},
	series = {{7th Meeting of the Intl. Soc. for Simulation of Adaptive Behaviour (SAB)}},
	year = {2002},
	author = {M O Franz},
	editor = {T Prescott and B Webb}
}
@article {197,
	title = {Computing curvature bounds for bounded curvature subdivision},
	journal = {Computer Aided Geometric Design},
	volume = {18},
	year = {2001},
	pages = {455-462},
	author = {J{\"o}rg Peters and Georg Umlauf}
}
@article {durr2001model,
	title = {Model studies of diffusion in glassy and polymer ion conductors},
	journal = {arXiv preprint cond-mat/0106196},
	year = {2001},
	author = {D{\"u}rr, O and Pendzig, P and Dieterich, W and Nitzan, A}
}
@article {204,
	title = {A G^1 and a G^2 subdivision scheme for trinagular nets},
	journal = {International Journal on Shape Modelling},
	volume = {6},
	year = {2000},
	pages = {21-35},
	author = {Hartmut Prautzsch and Georg Umlauf}
}
@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 {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 {225,
	title = {Improved triangular subdivision schemes},
	booktitle = {Proceedings of the CGI {\textquoteright}98},
	year = {1999},
	author = {Hartmut Prautzsch and Georg Umlauf},
	editor = {F.-E.~Wolter and N.M.~Patrikalakis}
}
@article {dieterich1999percolation,
	title = {Percolation concepts in solid state ionics},
	journal = {Physica A: Statistical Mechanics and its Applications},
	volume = {266},
	number = {1},
	year = {1999},
	pages = {229{\textendash}237},
	publisher = {Elsevier},
	author = {Dieterich, W and D{\"u}rr, O and Pendzig, P and Bunde, A and Nitzan, A}
}
@inbook {dieterich1999stochastic,
	title = {Stochastic modelling of ion diffusion in complex systems},
	booktitle = {Anomalous Diffusion From Basics to Applications},
	year = {1999},
	pages = {175{\textendash}185},
	publisher = {Springer, Berlin, Heidelberg},
	organization = {Springer, Berlin, Heidelberg},
	author = {Dieterich, W and D{\"u}rr, O and Pendzig, P and Nitzan, A}
}
@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 {205,
	title = {A G^2 subdivision algorithm},
	journal = {Computing},
	volume = {13},
	year = {1998},
	pages = {217-224},
	author = {Hartmut Prautzsch and Georg Umlauf}
}
