Giryes Deep Learning Lab

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For the most updated list of publications, please look at google scholar

A. Resler, R. Yeshurun, F. Natalio and R. Giryes

Humanities and social sciences communications, 2021

G. Metzer, R. Hanocka, R. Giryes and D. Cohen-Or

Transactions on Graphics, 40(5), 2021

S. Doveh, E. Schwartz, C. Xue, R. Feris, A. Bronstein, R. Giryes and L. Karlinsky

Pattern Recognition Letters, 149, pp. 130-136, 2021

Y. Gil, S. Elmalem, H. Haim, E. Marom, and R. Giryes

IEEE Transactions on Computational Imaging, 7, pp. 812-823, 2021

D. Weitzner and R. Giryes

IEEE Journal of Selected Topics in Signal Processing, 2021

C. Baskin, E. Schwartz, E. Zheltonozhskii, N. Liss, R. Giryes, A. M. Bronstein and A. Mendelson

ACM Transactions on Computer Systems.

R. Hanocka, G. Metzer, R. Giryes and D. Cohen-Or

ACM Transactions on Graphics (SIGGRAPH Proc.), 39(4), July, 2020

T. Tirer and R. Giryes

IEEE Transactions on Image Processing, 22, pp. 6164-6179, 2020.

L. Shiloh, R. Shen-Tzur, A. Eyal and R. Giryes

Journal of Physics: Photonics, 2(2), 2020.

L. Shiloh, A. Lellouch, R. Giryes and A. Eyal

Optics Letters, 45(7), pp. 1834-1837, 2020.

M. Rubin, O. Stein, N. A. Turko, Y. Nygate, D. Roitshtain, L. Karako, I. Barnea, R. Giryes, N. T. Shaked

Medical Image Analysis, 57, pp. 176-185, 2019.

IEEE Signal Processing Letters, 26(7), pp. 1080-1084, 2019.

IEEE Transactions on Image Processing, 28(3), pp. 1220- 1234, 2019.

E. Schwartz, R. Giryes and A. M. Bronstein

IEEE Transactions on Image Processing, vol. 28(2), pp. 912-923, 2019.

H. Haim, S. Elmalem, R. Giryes, A. M. Bronstein and E. Marom

IEEE Transactions on Computational Imaging, vol. 4(3), pp. 298-310, 2018

S. Zucker and R. Giryes

The Astronomical Journal, vol. 155(4), 2018.

J. Sokoli´c, R. Giryes, G. Sapiro, and M. R. D. Rodrigues

IEEE Transactions on Signal Processing, vol. 65(16), Aug. 2017.

Y. Dar, A. M. Bruckstein, M. Elad and R. Giryes

IEEE Transactions on Image Processing, vol. 25(7), pp. 3044-3058, Jul. 2016.

R. Giryes

Applied and Computational Harmonic Analysis, vol. 40(1), pp. 172--185, Jan. 2016.

R. Giryes, Y. Plan and R. Vershynin

IEEE Transactions on Information Theory, vol. 61(10), pp. 5745--5753, Oct. 2015.

R. Giryes and D. Needell

Applied and Computational Harmonic Analysis, vol. 39(1), pp. 1--20, Jul. 2015.

R. Giryes and M. Elad

IEEE Transactions on Image Processing, vol. 23(12), pp. 5057--5069, Dec. 2014.

A.M. Bruckstein, T. Etzion, R. Giryes, N. Gordon, R.J. Holt and D. Shuldiner

IEEE Transactions on Information Theory, vol. 58(7), pp. 4884--4889, July 2012

R. Giryes, M. Elad, and Y.C. Eldar

Applied and Computational Harmonic Analysis, vol. 30(3), pp. 407--422, May 2011.

N. Barzilay, Tal Berkovitz and R. Giryes

Pattern Recognition Letters, 151, pp. 140-147, 2021

SIAM Journal on Imaging Sciences, 14(4), pp. 1504–1531, 2021

G. Metzer, R. Hanocka, Denis Zorin, R. Giryes, D. Panozzo and D. Cohen-Or

Transactions on Graphics, 40(4), 2021.

S. Doveh and R. Giryes

Neural Computing and Applications, 33, pp. 17173--17184, 2021

T. Levy, A. Vahid, R. Giryes

Applied and Computational Harmonic Analysis, 2021

S. Elmalem, R. Giryes and E. Marom

Optica, 7(10), pp. 1332-1340, 2020

A. Hertz, R. Hanocka, R. Giryes and D. Cohen-Or

G. Leibovitz and R. Giryes

IEEE Transactions on Signal Processing, 68, pp. 3707-3722, 2020.

T. Tirer, R. Giryes

Applied and Computational Harmonic Analysis, 49(1), pp. 99-122, 2020

R. Hanocka, A. Hertz, N. Fish, R. Giryes, S. Fleishman, D. Cohen-Or

ACM Transactions on Graphics (SIGGRAPH Proc.), 38(4), 2019.

L. Shiloh, A. Eyal and R. Giryes

Journal of Lightwave Technology, 37(18), pp. 4755-4762, 2019.

R. Hanocka, N. Fish, Z. Wang, R. Giryes, S. Fleishman, D. Cohen-Or

ACM Transactions on Graphics, vol. 38(1), pp. 1-14, 2019.

E. Plaut and R. Giryes

SIAM Journal on Imaging Sciences, vol. 12(1), pp. 186–210, 2019

T. Remez, O. Litany, R. Giryes, A. M. Bronstein

IEEE Transactions on Image Processing, vol. 27(11), pp. 5707-5722, 2018.

Optics Express, vol. 26(12), pp. 15316-15331, 2018

R. Giryes, Yonina C. Eldar, Alex M. Bronstein and Guillermo Sapiro

IEEE Transactions on Signal Processing, vol. 66(7), pp. 1676-1690, 2018.

Arie Rond, R. Giryes and M. Elad

Journal of Visual Communication and Image Representation, vol. 41, pp. 96-108, Nov. 2016.

R. Giryes, A.M. Bronstein, G. Sapiro

IEEE Transactions on Signal Processing, vol. 64(13), pp. 3444-3457, Jul. 2016.

Neurocomputing, vol. 173(2), pp. 278--289, Jan. 2016.

R. Giryes, M. Elad, A. M. Bruckstein

SIAM Journal on Imaging Sciences, vol. 8(3), pp. 2133-–2159, 2015.

Journal of Approximation Theory, vol. 194, pp. 157--174, Jun. 2015.

R. Giryes, S. Nam, M. Elad, R. Gribonval and M.E. Davies

Linear Algebra and its Applications, vol. 441, pp. 22--60, Jan. 2014.

IEEE Transactions on Signal Processing}, vol.60(3), pp. 1465--1468, March 2012