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Teaching

Post-Docs / Research Associates

Dr. Michael Zibulevsky,
Expert in neural networks and optimization.
Dr. Amir Adler,
Deep learning for compressed-sensing applications.

PhD Students

Yaniv Romano, Ph.D. (November 2012 - present),
Boosting patch-based image processing algorithms.
Jeremias Sulam, Ph.D. (July 2013 - present),
Local versus global in patch-based image processing.
Vardan Papyan, M.Sc. (September 2014 - present),
Convolutional sparse coding and deep-learning.
Yehuda Dar, Ph.D. (October 2014 - present), co-advisor: Freddy Bruckstein,
New methods for video coding.
Yael Yankelevsky, Ph.D. (October 2014 - present),
Signal processing on graphs.
Alona Golts, M.Sc. (May 2016 - present),
PhD Candidate.
Grisha Vaksman, M.Sc. (March 2016 - present),
PhD Candidate.

MSc Students

David Boublil, M.Sc. (March 2014 - present),
Neural Networks and auto-encoders.
Alon Briefman, (informal) M.Sc. (April 2015 - present),
Still and Video Super-Resolution.
Amit Carmeli, (informal) M.Sc. (May 2015 - present),
Blind video deblurring.
Stav Shapiro, (informal) M.Sc. (May 2015 - present),
Super-resolution bounds using patch-context.
Yi Ren, (informal) M.Sc. (June 2015 - present),
Synthesis of images.

Graduated Students/Post-Docs

Einat Kidron, M.Sc. (January 2004 - July 2005), co-advisor: Yoav Schechner
Video-audio localization via sparsity
Boaz Matalon, M.Sc. (May 2004 - Nov. 2006), co-advisor: Michael Zibulevsky,
Denoising using over-complete representations and iterated shrinkage algorithms
Michal Aharon, Ph.D. (May 2004 - November 2006)
Learning dictionaries for sparse representations
Dima Datsenko, M.Sc. (February 2005 - December 2006)
Example-based priors in inverse problems
Svetlana Raboi, M.Sc. (July 2004 - May 2007), co-advisor: Arie Feuer
On the recovery of missing samples via sparsity conditions
Raviv Brueller, M.Sc. (June 2005 - October 2007), co-advisor: Yacov Hel-Or
Image denoising by an extension of the MRC algorithm.
Raja Giryes, M.Sc. (October 2007 - October 2009) co-advisor: Yonina Eldar,
Automatic parameter tuning for inverse problems
Ori Bryt, M.Sc. (November 2006 - December 2009)
Compression of face images using sparse and redundant representations and the K-SVD algorithm.
Neta Shoham, M.Sc. (April 2007 - January 2010)
Exploiting sparse representation for discriminative tasks.
Matan Protter, Ph.D. (March 2006 - January 2011)
Video Processing without Explicit Motion estimation.
Ron Rubinstein, Ph.D. (October 2006 - December 2011)
Analysis versus synthesis in regularization of inverse problems.
Dana Segev, M.Sc. (Nov. 2008 - April 2012), co-advisor: Yoav Schechner,
Multimodal signal processing using sparse representations.
Yossi Shtok, Ph.D. (March 2007 - Nov. 2012), co-advisor: Michael Zibulevsky,
Computerized tomography combined with sparse and redundant representations and learned dictionaries.
Idan Ram, Ph.D. (October 2009 - December 2013), co-advisor: Israel Cohen,
Processing of non-conventional structured data.
Raja Giryes, Ph.D. (November 2009 - January 2014),
Topics in sparse represenation modeling.
Amir Adler, Ph.D. (April 2010 - July 2014), co-advisor: Yacov Hel-Or,
Subspace clustering via sparse represenations.
Tomer Peleg (formerly Faktor), Ph.D. (February 2010 - August 2014),
Extensions of sparse representation modeling.
Dr. Wenze Shao, Post-Doc (May 2014 - June 2015),
Blind image restoration.
Javier Turek, Ph.D. (March 2008 - July 2015), co-advisor: Irad Yavneh,
Algorithms for MMSE estimator approximation for sparse modeling.
Dr. Raja Giryes, Post-Doc (February 2014 - July 2014),
Advanced topics in sparse representations.
Dr. Esben Plenge, Post-Doc (June 2014 - October 2015),
Magnetic resonance imaging - Temporal reconstruction.
Dr. Dmitry Batenkov, Post-Doc (June 2014 - March 2016),
Local versus Global in Signal Modeling.
Boaz Ophir, Ph.D. (December 2009 - May 2016),
Multiscale dictionary learning methods.
Alona Golts, M.Sc. (July 2013 - June 2016),
Kernel dictionary learring and applications.
Grisha Vaksman, M.Sc. (March 2014 - June 2016),
Patch ordering for Poission inverse problems.
Arye Rond, M.Sc. (September 2014 - JUne 2016),
Poisson denoising by plug-and-play priors.
Dr. Raja Giryes, Post-Doc (February 2016 - September2016),
Advanced topics in sparse representations.