Jacob Goldberger
Jacob Goldberger
Prof. of Elec. Engineering, Bar-Ilan University, Israel
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Neighbourhood components analysis
J Goldberger, GE Hinton, S Roweis, RR Salakhutdinov
Advances in neural information processing systems 17, 2004
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
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
Training deep neural-networks using a noise adaptation layer
J Goldberger, E Ben-Reuven
International conference on learning representations, 2022
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
An efficient image similarity measure based on approximations of KL-divergence between two Gaussian mixtures
Goldberger, Greenspan
Proceedings Ninth IEEE International conference on computer vision, 487-493 …, 2003
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
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
Hierarchical clustering of a mixture model
J Goldberger, S Roweis
Advances in neural information processing systems 17, 2004
Precise detection in densely packed scenes
E Goldman, R Herzig, A Eisenschtat, J Goldberger, T Hassner
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
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
Efficient serial message-passing schedules for LDPC decoding
E Sharon, S Litsyn, J Goldberger
IEEE Transactions on Information Theory 53 (11), 4076-4091, 2007
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
Mixture model for face-color modeling and segmentation
H Greenspan, J Goldberger, I Eshet
Pattern Recognition Letters 22 (14), 1525-1536, 2001
Training deep neural-networks based on unreliable labels
AJ Bekker, J Goldberger
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
Global learning of typed entailment rules
J Berant, I Dagan, J Goldberger
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
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
Automatic management of storage access control
Y Faitelson, J Goldberger, O Korkus
US Patent 7,606,801, 2009
Applying the information bottleneck principle to unsupervised clustering of discrete and continuous image representations
Greenspan, Goldberger
Proceedings Ninth IEEE International Conference on Computer Vision, 370-377 …, 2003
A continuous probabilistic framework for image matching
H Greenspan, J Goldberger, L Ridel
Computer Vision and Image Understanding 84 (3), 384-406, 2001
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