Søren Hauberg
Søren Hauberg
Cognitive Systems, DTU Compute, Technical University of Denmark
Bekræftet mail på dtu.dk - Startside
TitelCiteret afÅr
GNU Octave Manual Version 3: A high-level interactive language for numerical computations
JW Eaton, D Bateman, S Hauberg
Network Theory Limited, ISBN: 0-9546120-6-X, 2008
Manifold valued statistics, exact principal geodesic analysis and the effect of linear approximations
S Sommer, F Lauze, S Hauberg, M Nielsen
European conference on computer vision, 43-56, 2010
Unscented Kalman filtering on Riemannian manifolds
S Hauberg, F Lauze, KS Pedersen
Journal of mathematical imaging and vision 46 (1), 103-120, 2013
Dreaming more data: Class-dependent distributions over diffeomorphisms for learned data augmentation
S Hauberg, O Freifeld, ABL Larsen, J Fisher, L Hansen
Artificial Intelligence and Statistics, 342-350, 2016
A Geometric take on Metric Learning
S Hauberg, O Freifeld, MJ Black
Advances in Neural Information Processing Systems (NIPS), 2012
Geodesic Exponential Kernels: When Curvature and Linearity Conflict
A Feragen, F Lauze, S Hauberg
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
Gaussian-like spatial priors for articulated tracking
S Hauberg, S Sommer, KS Pedersen
European Conference on Computer Vision, 425-437, 2010
Grassmann Averages for Scalable Robust PCA
S Hauberg, A Feragen, MJ Black
IEEE Conference on Computer Vision and Pattern Recognition, 2014
Probabilistic solutions to differential equations and their application to Riemannian statistics
P Hennig, S Hauberg
AISTATS 58 (16), 2013
Latent space oddity: on the curvature of deep generative models
G Arvanitidis, LK Hansen, S Hauberg
arXiv preprint arXiv:1710.11379, 2017
Metrics for Probabilistic Geometries
A Tosi, S Hauberg, A Vellido, ND Lawrence
30th Conference on Uncertainty in Artificial Intelligence (UAI 2014), 0
Model Transport: Towards Scalable Transfer Learning on Manifolds
O Freifeld, S Hauberg, MJ Black
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1378-1385, 2014
Predicting articulated human motion from spatial processes
S Hauberg, KS Pedersen
International Journal of Computer Vision 94 (3), 317-334, 2011
Natural metrics and least-committed priors for articulated tracking
S Hauberg, S Sommer, KS Pedersen
Image and Vision Computing 30 (6-7), 453 - 461, 2011
Means in spaces of tree-like shapes
A Feragen, S Hauberg, M Nielsen, F Lauze
Computer Vision (ICCV), 2011 IEEE International Conference on, 736 - 746, 2011
Probabilistic shortest path tractography in DTI using Gaussian Process ODE solvers
M Schober, N Kasenburg, A Feragen, P Hennig, S Hauberg
International Conference on Medical Image Computing and Computer-Assisted …, 2014
Brownian warps for non-rigid registration
M Nielsen, P Johansen, AD Jackson, B Lautrup, S Hauberg
Journal of Mathematical Imaging and Vision 31 (2-3), 221, 2008
Principal curves on Riemannian manifolds
S Hauberg
IEEE transactions on pattern analysis and machine intelligence 38 (9), 1915-1921, 2015
Data-driven forward model inference for EEG brain imaging
ST Hansen, S Hauberg, LK Hansen
NeuroImage 139, 249-258, 2016
Stick it! articulated tracking using spatial rigid object priors
S Hauberg, KS Pedersen
Asian Conference on Computer Vision, 758-769, 2010
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Artikler 1–20