Filter
Conference contribution

Search results

  • 2018

    The Learned Inexact Project Gradient Descent Algorithm

    Giryes, R., Eldar, Y. C., Bronstein, A. M. & Sapiro, G., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6767-6771 5 p. 8462136. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • 2017

    Deep class-aware image denoising

    Remez, T., Litany, O., Giryes, R. & Bronstein, A. M., 1 Sep 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Anbarjafari, G., Kivinukk, A. & Tamberg, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 138-142 5 p. 8024474. (2017 12th International Conference on Sampling Theory and Applications, SampTA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    33 Scopus citations
  • Deep class-aware image denoising

    Remez, T., Litany, O., Giryes, R. & Bronstein, A. M., 2 Jul 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 1895-1899 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Fast least squares pursuits for sparse recovery

    Leibovitz, G. & Giryes, R., 1 Sep 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Anbarjafari, G., Kivinukk, A. & Tamberg, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 68-72 5 p. 8024418. (2017 12th International Conference on Sampling Theory and Applications, SampTA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Generalization error of deep neural networks: Role of classification margin and data structure

    Sokolić, J., Giryes, R., Sapiro, G. & Rodrigues, M. R. D., 1 Sep 2017, 2017 12th International Conference on Sampling Theory and Applications, SampTA 2017. Anbarjafari, G., Kivinukk, A. & Tamberg, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 147-151 5 p. 8024476. (2017 12th International Conference on Sampling Theory and Applications, SampTA 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Reducing artifacts of intra-frame video coding via sequential denoising

    Dar, Y., Bruckstein, A. M., Elad, M. & Giryes, R., 4 Jan 2017, 2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016. Institute of Electrical and Electronics Engineers Inc., 7806177. (2016 IEEE International Conference on the Science of Electrical Engineering, ICSEE 2016).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • White matter fiber representation using continuous dictionary learning

    Alexandroni, G., Podolsky, Y., Greenspan, H., Remez, T., Litany, O., Bronstein, A. & Giryes, R., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Descoteaux, M., Duchesne, S., Franz, A., Jannin, P., Collins, D. L. & Maier-Hein, L. (eds.). Springer Verlag, p. 566-574 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2015

    On the effective measure of dimension in total variation minimization

    Giryes, R., Plan, Y. & Vershynin, R., 2 Jul 2015, 2015 International Conference on Sampling Theory and Applications, SampTA 2015. Institute of Electrical and Electronics Engineers Inc., p. 593-597 5 p. 7148960. (2015 International Conference on Sampling Theory and Applications, SampTA 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2014

    Sparsity based poisson inpainting

    Giryes, R. & Elad, M., 28 Jan 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 2839-2843 5 p. 7025574. (2014 IEEE International Conference on Image Processing, ICIP 2014).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2013

    Can we allow linear dependencies in the dictionary in the sparse synthesis framework?

    Giryes, R. & Elad, M., 18 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 5459-5463 5 p. 6638707. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    11 Scopus citations
  • Iterative hard thresholding with near optimal projection for signal recovery

    Giryes, R. & Elad, M., 2013, Iterative hard thresholding with near optimal projection for signal recovery. Vol. 13. p. 212-215 4 p. (SampTA).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • OMP with highly coherent dictionaries

    Giryes, R. & Elad, M., 2013, 10th Int. Conf. on Sampling Theory Appl.(SAMPTA). p. 9-12 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2012

    Cosamp and SP for the cosparse analysis model

    Giryes, R. & Elad, M., 2012, Proceedings of the 20th European Signal Processing Conference, EUSIPCO 2012. p. 964-968 5 p. 6333836. (European Signal Processing Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    17 Scopus citations
  • Sparsity based Poisson denoising

    Giryes, R. & Elad, M., 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6377139. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Scopus citations
  • 2011

    Online performance guarantees for sparse recovery

    Giryes, R. & Cevher, V., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 2020-2023 4 p. 5946908. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • 2008

    Automatic parameter setting for iterative shrinkage methods

    Giryes, R., Elad, M. & Eldar, Y. C., 2008, 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2008. p. 820-824 5 p. 4736653. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations