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Unsupervised Distillation of Syntactic Information from Contextualized Word Representations

Oct 11, 2020
Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg

* Accepted in BlackboxNLP@EMNLP2020 

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SuperPAL: Supervised Proposition ALignment for Multi-Document Summarization and Derivative Sub-Tasks

Sep 01, 2020
Ori Ernst, Ori Shapira, Ramakanth Pasunuru, Michael Lepioshkin, Jacob Goldberger, Mohit Bansal, Ido Dagan


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FCN Approach for Dynamically Locating Multiple Speakers

Aug 26, 2020
Hodaya Hammer, Shlomo E. Chazan, Jacob Goldberger, Sharon Gannot


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perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention

Feb 06, 2020
Nir Raviv, Avi Caciularu, Tomer Raviv, Jacob Goldberger, Yair Be'ery


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A Soft STAPLE Algorithm Combined with Anatomical Knowledge

Oct 26, 2019
Eytan Kats, Jacob Goldberger, Hayit Greenspan

* International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 

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A dual branch deep neural network for classification and detection in mammograms

May 08, 2019
Ran Bakalo, Jacob Goldberger, Rami Ben-Ari


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Precise Detection in Densely Packed Scenes

Apr 30, 2019
Eran Goldman, Roei Herzig, Aviv Eisenschtat, Oria Ratzon, Itsik Levi, Jacob Goldberger, Tal Hassner

* IEEE Conference on Computer Vision and Pattern Recognition, 2019 
* CVPR 2019 

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Classification and Detection in Mammograms with Weak Supervision via Dual Branch Deep Neural Net

Apr 28, 2019
Ran Bakalo, Rami Ben-Ari, Jacob Goldberger

* Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2019 (oral) 

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Aligning Vector-spaces with Noisy Supervised Lexicons

Mar 25, 2019
Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg

* Accepted as a short paper in NAACL 2019 

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Soft labeling by Distilling Anatomical knowledge for Improved MS Lesion Segmentation

Jan 26, 2019
Eytan Kats, Jacob Goldberger, Hayit Greenspan

* Accepted for ISBI 2019 

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Deep Clustering Based on a Mixture of Autoencoders

Dec 16, 2018
Shlomo E. Chazan, Sharon Gannot, Jacob Goldberger


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Self-Normalization Properties of Language Modeling

Jun 04, 2018
Jacob Goldberger, Oren Melamud

* Accepted to Coling 2018 

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A Mixture of Views Network with Applications to the Classification of Breast Microcalcifications

Mar 19, 2018
Yaniv Shachor, Hayit Greenspan, Jacob Goldberger


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GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

Mar 03, 2018
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

* Preprint submitted to Neurocomputing 

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Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification

Jan 08, 2018
Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

* To be presented at IEEE International Symposium on Biomedical Imaging (ISBI), 2018 

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Anatomical Data Augmentation For CNN based Pixel-wise Classification

Jan 07, 2018
Avi Ben-Cohen, Eyal Klang, Michal Marianne Amitai, Jacob Goldberger, Hayit Greenspan

* To be presented at IEEE ISBI 2018 

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Large-Scale Classification of Structured Objects using a CRF with Deep Class Embedding

Aug 29, 2017
Eran Goldman, Jacob Goldberger


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Modeling the Intra-class Variability for Liver Lesion Detection using a Multi-class Patch-based CNN

Jul 20, 2017
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan

* To be presented at PatchMI: 3rd International Workshop on Patch-based Techniques in Medical Imaging, MICCAI 2017 

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A Simple Language Model based on PMI Matrix Approximations

Jul 17, 2017
Oren Melamud, Ido Dagan, Jacob Goldberger

* Accepted to EMNLP 2017 

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Domain Adaptation For Formant Estimation Using Deep Learning

Nov 06, 2016
Yehoshua Dissen, Joseph Keshet, Jacob Goldberger, Cynthia Clopper


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PMI Matrix Approximations with Applications to Neural Language Modeling

Sep 05, 2016
Oren Melamud, Ido Dagan, Jacob Goldberger


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A Semisupervised Approach for Language Identification based on Ladder Networks

Apr 01, 2016
Ehud Ben-Reuven, Jacob Goldberger


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MIMO decoding based on stochastic reconstruction from multiple projections

Jan 02, 2009
Amir Leshem, Jacob Goldberger

* To appear in Proc. of ICASSP 2009 

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