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Jacob Goldberger
Jacob Goldberger
Prof. of Elec. Engineering, Bar-Ilan University, Israel
Dirección de correo verificada de biu.ac.il - Página principal
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Neighbourhood components analysis
J Goldberger, GE Hinton, S Roweis, RR Salakhutdinov
Advances in neural information processing systems 17, 2004
28682004
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
17762018
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
8792018
Training deep neural-networks using a noise adaptation layer
J Goldberger, E Ben-Reuven
International conference on learning representations, 2022
7382022
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
6742016
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
5752003
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
3442006
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
2542010
Hierarchical clustering of a mixture model
J Goldberger, S Roweis
Advances in neural information processing systems 17, 2004
2172004
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
2132019
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
2032004
Efficient serial message-passing schedules for LDPC decoding
E Sharon, S Litsyn, J Goldberger
IEEE Transactions on Information Theory 53 (11), 4076-4091, 2007
2022007
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
1882004
Mixture model for face-color modeling and segmentation
H Greenspan, J Goldberger, I Eshet
Pattern Recognition Letters 22 (14), 1525-1536, 2001
1762001
Training deep neural-networks based on unreliable labels
AJ Bekker, J Goldberger
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
1702016
Global learning of typed entailment rules
J Berant, I Dagan, J Goldberger
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
1702011
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
1672006
Automatic management of storage access control
Y Faitelson, J Goldberger, O Korkus
US Patent 7,606,801, 2009
1622009
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
1182003
A continuous probabilistic framework for image matching
H Greenspan, J Goldberger, L Ridel
Computer Vision and Image Understanding 84 (3), 384-406, 2001
1092001
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