Jacob Goldberger
Jacob Goldberger
Prof. of Elec. Engineering, Bar-Ilan University, Israel
Verified email at biu.ac.il - Homepage
Title
Cited by
Cited by
Year
Neighbourhood components analysis
J Goldberger, GE Hinton, ST Roweis, RR Salakhutdinov
Advances in neural information processing systems, 513-520, 2005
16162005
An efficient image similarity measure based on approximations of KL-divergence between two Gaussian mixtures
J Goldberger, S Gordon, H Greenspan
null, 487, 2003
3912003
Constrained Gaussian mixture model framework for automatic segmentation of MR brain images
H Greenspan, A Ruf, J Goldberger
IEEE transactions on medical imaging 25 (9), 1233-1245, 2006
2782006
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
M Frid-Adar, I Diamant, E Klang, M Amitai, J Goldberger, H Greenspan
Neurocomputing 321, 321-331, 2018
2052018
context2vec: Learning generic context embedding with bidirectional lstm
O Melamud, J Goldberger, I Dagan
Proceedings of The 20th SIGNLL Conference on Computational Natural Language …, 2016
1982016
Hierarchical clustering of a mixture model
J Goldberger, ST Roweis
Advances in Neural Information Processing Systems, 505-512, 2005
1812005
Probabilistic space-time video modeling via piecewise GMM
H Greenspan, J Goldberger, A Mayer
IEEE Transactions on pattern analysis and machine intelligence 26 (3), 384-396, 2004
1742004
An efficient message-passing schedule for LDPC decoding
E Sharon, S Litsyn, J Goldberger
2004 23rd IEEE Convention of Electrical and Electronics Engineers in Israel …, 2004
1722004
X-ray categorization and retrieval on the organ and pathology level, using patch-based visual words
U Avni, H Greenspan, E Konen, M Sharon, J Goldberger
IEEE Transactions on Medical Imaging 30 (3), 733-746, 2010
1662010
Mixture model for face-color modeling and segmentation
H Greenspan, J Goldberger, I Eshet
Pattern Recognition Letters 22 (14), 1525-1536, 2001
1632001
Efficient serial message-passing schedules for LDPC decoding
E Sharon, S Litsyn, J Goldberger
IEEE Transactions on Information Theory 53 (11), 4076-4091, 2007
1522007
Unsupervised image-set clustering using an information theoretic framework
J Goldberger, S Gordon, H Greenspan
IEEE transactions on image processing 15 (2), 449-458, 2006
1522006
Synthetic data augmentation using GAN for improved liver lesion classification
M Frid-Adar, E Klang, M Amitai, J Goldberger, H Greenspan
2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018
1352018
Training deep neural-networks using a noise adaptation layer
J Goldberger, E Ben-Reuven
1212016
Global learning of typed entailment rules
J Berant, I Dagan, J Goldberger
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
1142011
Automatic management of storage access control
Y Faitelson, J Goldberger, O Korkus
US Patent 7,606,801, 2009
1032009
A continuous probabilistic framework for image matching
H Greenspan, J Goldberger, L Ridel
Computer Vision and Image Understanding 84 (3), 384-406, 2001
1032001
Applying the information bottleneck principle to unsupervised clustering of discrete and continuous image representations
S Gordon, H Greenspan, J Goldberger
null, 370, 2003
1022003
A distance measure between GMMs based on the unscented transform and its application to speaker recognition
J Goldberger, H Aronowitz
Ninth European Conference on Speech Communication and Technology, 2005
962005
A probabilistic framework for spatio-temporal video representation & indexing
H Greenspan, J Goldberger, A Mayer
European Conference on Computer Vision, 461-475, 2002
942002
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