Raja Giryes

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Referințe bibliografice	6347	5711
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i10-index	81	71

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Alex BronsteinTechnion, Department of Computer ScienceAdresă de e-mail confirmată pe technion.ac.il
Michael EladProfessor of Computer Science, Technion, IsraelAdresă de e-mail confirmată pe cs.technion.ac.il
Guillermo SapiroJames B. Duke Professor, Duke University; Distinguished Engineer, Health AI Lead, Apple, Inc.Adresă de e-mail confirmată pe duke.edu
Miguel RodriguesProfessor of Information Theory and Processing, University College LondonAdresă de e-mail confirmată pe ucl.ac.uk
Yonina EldarMath and Computer Science, WeizmannAdresă de e-mail confirmată pe weizmann.ac.il
Jure SokolicAdresă de e-mail confirmată pe metronik.si
Or LitanyResearch Scientist, NVIDIAAdresă de e-mail confirmată pe nvidia.com
Tal RemezAI Researcher, Facebook AI Research (FAIR)Adresă de e-mail confirmată pe fb.com
Alfred BrucksteinOllendorff Chair in Science, Technion, IIT, Haifa, IsraelAdresă de e-mail confirmată pe cs.technion.ac.il
Rémi GribonvalInria & ENS de LyonAdresă de e-mail confirmată pe ens-lyon.fr
mike daviesProfessor of Signal and Image Processing, University of EdinburghAdresă de e-mail confirmată pe ed.ac.uk
Deanna NeedellProfessor of Mathematics, UCLAAdresă de e-mail confirmată pe cmc.edu
Yehuda DarComputer Science Dept., Ben-Gurion UniversityAdresă de e-mail confirmată pe bgu.ac.il
Roman VershyninProfessor of Mathematics, University of California, IrvineAdresă de e-mail confirmată pe uci.edu
Yaniv PlanUniversity of British ColumbiaAdresă de e-mail confirmată pe math.ubc.ca

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Raja Giryes

Associate Professor, Tel Aviv University

Adresă de e-mail confirmată pe tauex.tau.ac.il - Pagina de pornire

Signal and Image Processing Sparsity Big Data Compressed Sensing Deep Learning


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Meshcnn: a network with an edge R Hanocka, A Hertz, N Fish, R Giryes, S Fleishman, D Cohen-Or ACM Transactions on Graphics (TOG) 38 (4), 1-12, 2019	460	2019
Autoencoders D Bank, N Koenigstein, R Giryes arXiv preprint arXiv:2003.05991, 2020	372	2020
Delta-encoder: an effective sample synthesis method for few-shot object recognition E Schwartz, L Karlinsky, J Shtok, S Harary, M Marder, A Kumar, R Feris, ... Advances in neural information processing systems 31, 2018	326	2018
Repmet: Representative-based metric learning for classification and few-shot object detection L Karlinsky, J Shtok, S Harary, E Schwartz, A Aides, R Feris, R Giryes, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	304	2019
Robust large margin deep neural networks J Sokolić, R Giryes, G Sapiro, MRD Rodrigues IEEE Transactions on Signal Processing 65 (16), 4265-4280, 2017	271	2017
Deep neural networks with random Gaussian weights: A universal classification strategy? R Giryes, G Sapiro, AM Bronstein IEEE Transactions on Signal Processing 64 (13), 3444-3457, 2016	222	2016
Improving dnn robustness to adversarial attacks using jacobian regularization D Jakubovitz, R Giryes Proceedings of the European Conference on Computer Vision (ECCV), 514-529, 2018	176	2018
Deepisp: Toward learning an end-to-end image processing pipeline E Schwartz, R Giryes, AM Bronstein IEEE Transactions on Image Processing 28 (2), 912-923, 2018	175	2018
Image restoration by iterative denoising and backward projections T Tirer, R Giryes IEEE Transactions on Image Processing 28 (3), 1220-1234, 2018	163	2018
Mathematics of deep learning R Vidal, J Bruna, R Giryes, S Soatto arXiv preprint arXiv:1712.04741, 2017	150	2017
The projected GSURE for automatic parameter tuning in iterative shrinkage methods R Giryes, M Elad, YC Eldar Applied and Computational Harmonic Analysis 30 (3), 407-422, 2011	142	2011
Point2mesh: A self-prior for deformable meshes R Hanocka, G Metzer, R Giryes, D Cohen-Or arXiv preprint arXiv:2005.11084, 2020	137	2020
Poisson inverse problems by the plug-and-play scheme A Rond, R Giryes, M Elad Journal of Visual Communication and Image Representation 41, 96-108, 2016	128	2016
Greedy-like algorithms for the cosparse analysis model R Giryes, S Nam, M Elad, R Gribonval, ME Davies Linear Algebra and its Applications 441, 22-60, 2014	123	2014
Sparsity based poisson denoising with dictionary learning R Giryes, M Elad IEEE Transactions on Image Processing 23, 2013	116	2013
Laso: Label-set operations networks for multi-label few-shot learning A Alfassy, L Karlinsky, A Aides, J Shtok, S Harary, R Feris, R Giryes, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019	105	2019
Generalization error in deep learning D Jakubovitz, R Giryes, MRD Rodrigues Compressed Sensing and Its Applications: Third International MATHEON …, 2019	99	2019
Uniq: Uniform noise injection for non-uniform quantization of neural networks C Baskin, E Schwartz, E Zheltonozhskii, N Liss, R Giryes, AM Bronstein, ... arXiv preprint arXiv:1804.10969, 2018	99	2018
Learned convolutional sparse coding H Sreter, R Giryes 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018	96	2018
Asap: Architecture search, anneal and prune A Noy, N Nayman, T Ridnik, N Zamir, S Doveh, I Friedman, R Giryes, ... International Conference on Artificial Intelligence and Statistics, 493-503, 2020	93	2020

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