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Oren Freifeld
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Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation
S Hauberg, O Freifeld, ABL Larsen, JW Fisher III, LK Hansen
The 19th International Conference on Artificial Intelligence and Statistics …, 2016
1872016
Lie Bodies: A Manifold Representation of 3D Human Shape
O Freifeld, MJ Black
European Conf. on Computer Vision (ECCV), Part I, LNCS 7572, 1-14, 2012
1212012
A Geometric take on Metric Learning
S Hauberg, O Freifeld, MJ Black
Neural Information Processing Systems (NIPS), 2012
982012
A Mixture of Manhattan Frames: Beyond the Manhattan World
J Straub, G Rosman, O Freifeld, J Leonard, JW Fisher III
Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2014
882014
DeepDPM: Deep Clustering With an Unknown Number of Clusters
M Ronen, SE Finder, O Freifeld
Computer Vision and Pattern Recognition (CVPR), 2022
852022
From Pictorial Structures to Deformable Structures
S Zuffi, O Freifeld, MJ Black
Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2012
842012
Contour people: A parameterized model of 2D articulated human shape
O Freifeld, A Weiss, S Zuffi, MJ Black
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
802010
A freely-moving monkey treadmill model
JD Foster, P Nuyujukian, O Freifeld, H Gao, R Walker, SI Ryu, TH Meng, ...
Journal of Neural Engineering, 2014
722014
A 2d human body model dressed in eigen clothing
P Guan, O Freifeld, M Black
European Conference on Computer Vision (ECCV), 285-298, 2010
722010
Multiple sclerosis lesion detection using constrained GMM and curve evolution
O Freifeld, H Greenspan, J Goldberger
International Journal of Biomedical Imaging 2009, 14, 2009
682009
A Dirichlet Process Mixture Model for Spherical Data
J Straub, J Chang, O Freifeld, JW Fisher III
The 18th International Conference on Artificial Intelligence and Statistics …, 2015
662015
The Manhattan frame model—Manhattan world inference in the space of surface normals
J Straub, O Freifeld, G Rosman, JJ Leonard, JW Fisher
IEEE transactions on pattern analysis and machine intelligence 40 (1), 235-249, 2018
652018
Deep Diffeomorphic Transformer Networks
N Skafte Detlefsen, O Freifeld, S Hauberg
Computer Vision and Pattern Recognition (CVPR), 4403-4412, 2018
59*2018
Bayesian Adaptive Superpixel Segmentation
R Uziel, M Ronen, O Freifeld
International Conference on Computer Vision (ICCV), 2019
582019
Lesion detection in noisy MR brain images using constrained GMM and active contours
O Freifeld, H Greenspan, J Goldberger
International Symposium on Biomedical Imaging (ISBI), 596-599, 2007
472007
Transformations based on continuous piecewise-affine velocity fields
O Freifeld, S Hauberg, K Batmanghelich, JW Fisher
IEEE transactions on pattern analysis and machine intelligence 39 (12), 2496 …, 2017
432017
Diffeomorphic Temporal Alignment Nets
RAS Weber, M Eyal, N Skafte, O Shriki, O Freifeld
Advances in Neural Information Processing Systems (NeurIPS), 6574-6585, 2019
41*2019
Parameterized model of 2D articulated human shape
MJ Black, O Freifeld, AW Weiss, MM Loper, P Guan
US Patent 9,292,967, 2016
402016
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple
O Freifeld, S Hauberg, K Batmanghelich, JW Fisher III
International Conference on Computer Vision (ICCV), 2911-2919, 2015
372015
Model Transport: Towards Scalable Transfer Learning on Manifolds
O Freifeld, S Hauberg, MJ Black
Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2014
332014
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