GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification von Frid-Adar, Maayan, Diamant, Idit, Klang, Eyal, Amitai, Michal, Goldberger, Jacob, Greenspan, Hayit

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Formant estimation and tracking: A deep learning approach von Dissen, Yehoshua, Goldberger, Jacob, Keshet, Joseph

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Dynamically localizing multiple speakers based on the time-frequency domain von Hammer, Hodaya, Chazan, Shlomo E., Goldberger, Jacob, Gannot, Sharon

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Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI von Mechrez, Roey, Greenspan, Hayit, Goldberger, Jacob

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Efficient Global Learning of Entailment Graphs von Berant, Jonathan, Alon, Noga, Dagan, Ido, Goldberger, Jacob

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Identification of introns harboring functional sequence elements through positional conservation von Chorev, Michal, Joseph Bekker, Alan, Goldberger, Jacob, Carmel, Liran

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An entangled mixture of variational autoencoders approach to deep clustering von Caciularu, Avi, Goldberger, Jacob

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Learning Entailment Relations by Global Graph Structure Optimization von Berant, Jonathan, Dagan, Ido, Goldberger, Jacob

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CRF with deep class embedding for large scale classification von Goldman, Eran, Goldberger, Jacob

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Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise von Penso, Coby, Frenkel, Lior, Goldberger, Jacob

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Ensemble Segmentation Using Efficient Integer Linear Programming von Alush, Amir, Goldberger, Jacob

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Hierarchical Image Segmentation Using Correlation Clustering von Alush, Amir, Goldberger, Jacob

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Supervised Domain Adaptation by transferring both the parameter set and its gradient von Goodman, Shaya, Greenspan, Hayit, Goldberger, Jacob

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Weakly and semi supervised detection in medical imaging via deep dual branch net von Bakalo, Ran, Goldberger, Jacob, Ben-Ari, Rami

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A mixture of views network with applications to multi-view medical imaging von Shachor, Yaniv, Greenspan, Hayit, Goldberger, Jacob

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Multiple Sclerosis Lesion Detection Using Constrained GMM and Curve Evolution von Freifeld, Oren, Greenspan, Hayit, Goldberger, Jacob

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Obstacle detection in a greenhouse environment using the Kinect sensor von Nissimov, Sharon, Goldberger, Jacob, Alchanatis, Victor

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perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction Codes von Caciularu, Avi, Raviv, Nir, Raviv, Tomer, Goldberger, Jacob, Be'ery, Yair

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Stochastic weight pruning and the role of regularization in shaping network structure von Ziv, Yael, Goldberger, Jacob, Riklin Raviv, Tammy

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X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words von Avni, U, Greenspan, H, Konen, E, Sharon, M, Goldberger, J

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