Gerber, Samuel

7 publications

ECCV 2020 Adversarial Data Augmentation via Deformation Statistics Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer

JMLR 2017 Multiscale Strategies for Computing Optimal Transport Samuel Gerber, Mauro Maggioni

JMLR 2013 Regularization-Free Principal Curve Estimation Samuel Gerber, Ross Whitaker

NeurIPS 2010 Learning Multiple Tasks Using Manifold Regularization Arvind Agarwal, Samuel Gerber, Hal Daume

ICCV 2009 Dimensionality Reduction and Principal Surfaces via Kernel mAP Manifolds Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker

CVPRW 2008 Variational Shape Detection in Microscope Images Based on Joint Shape and Image Feature Statistics Matthias Fuchs, Samuel Gerber

ICML 2007 Robust Non-Linear Dimensionality Reduction Using Successive 1-Dimensional Laplacian Eigenmaps Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker