Giryes Deep Learning Lab

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

D. Weitzner and R. Giryes

IEEE Open Journal of Signal Processing, 2023.

A. Hertz, O. Perel, R. Giryes, O. Sorkine-Hornung and D. Cohen-Or

Computer Graphics Forum, 2023

D. Cohen-Hochberg, H. Greenspan and R. Giryes

IEEE Transactions on Medical Imaging, 41(12), 2022

A. Goldshtein, S. Akrish, R. Giryes, Y. Yovel

Communications Biology, 5 (1), 2022

Transactions on Graphics, 41(4), 2022

E. Dvash, Y. Peleg, S. Zucker and R. Giryes

The Astronomical Journal, 163(5), 2022.

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

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.

S. Elmalem, R. Giryes and E. Marom

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

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

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

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.

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

R. Giryes

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

Y. Feigin, H. Spitzer, R. Giryes

Computer Vision and Image Understanding, 225, 2022

E. Schwartz, L. Karlinsky, R. Feris, R. Giryes and A. Bronstein

Pattern Recognition Letters, 160, 2022

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

Computer Graphics Forum (Eurographics Proc.), 41(2), 2022

R. Hanocka, J. Assa, D. Cohen‐Or and R. Giryes

Computer Graphics Forum, 41(1), 2022

N. Barzilay, Tal Berkovitz and R. Giryes

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

T. Tirer and R. Giryes

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

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

Mathematics, 9(17), 2021

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

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.

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