@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}
}
@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}
}
@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 {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 {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}
}
@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}
}
