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Raja Giryes

Professor

Former affiliations
 https://orcid.org/0000-0002-2830-0297
20082025

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  • 2025

    TriNeRFLet: A Wavelet Based Triplane NeRF Representation

    Khatib, R. & Giryes, R., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 358-374 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15137 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2024

    Deep Phase Coded Image Prior

    Shabtay, N., Schwartz, E. & Giryes, R., 2024, 2024 IEEE International Conference on Computational Photography, ICCP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Computational Photography, ICCP 2024 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • DINOv2 Based Self Supervised Learning for Few Shot Medical Image Segmentation

    Ayzenberg, L., Giryes, R. & Greenspan, H., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • ICC: Quantifying Image Caption Concreteness for Multimodal Dataset Curation

    Yanuka, M., Alper, M., Averbuch-Elor, H. & Giryes, R., 2024, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 11048-11064 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Membership Inference Attack Using Self Influence Functions

    Cohen, G. & Giryes, R., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 4880-4889 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Simple Post-Training Robustness using Test Time Augmentations and Random Forest

    Cohen, G. & Giryes, R., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 3984-3994 11 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2023

    A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images

    Waibel, D. J. E., Roell, E., Rieck, B., Giryes, R. & Marr, C., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Multispectral 3D Masked Autoencoders for Anomaly Detection in Non-Contrast Enhanced Breast MRI

    Lang, D. M., Schwartz, E., Bercea, C. I., Giryes, R. & Schnabel, J. A., 2023, Cancer Prevention Through Early Detection - 2nd International Workshop, CaPTion 2023, Held in Conjunction with MICCAI 2023, Proceedings. Ali, S., van der Sommen, F., van Eijnatten, M., Kolenbrander, I., Papież, B. W. & Jin, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-67 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14295 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Set-the-Scene: Global-Local Training for Generating Controllable NeRF Scenes

    Cohen-Bar, D., Richardson, E., Metzer, G., Giryes, R. & Cohen-Or, D., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 2912-2921 10 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations

  • Teaching Structured Vision & Language Concepts to Vision & Language Models

    Doveh, S., Arbelle, A., Harary, S., Schwartz, E., Herzig, R., Giryes, R., Feris, R., Panda, R., Ullman, S. & Karlinsky, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 2657-2668 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    28 Scopus citations

  • TEXTure: Text-Guided Texturing of 3D Shapes

    Richardson, E., Metzer, G., Alaluf, Y., Giryes, R. & Cohen-Or, D., 23 Jul 2023, Proceedings - SIGGRAPH 2023 Conference Papers. Spencer, S. N. (ed.). Association for Computing Machinery, Inc, 54. (Proceedings - SIGGRAPH 2023 Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    45 Scopus citations
  • 2022

    FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction

    Gordon, B., Raab, S., Azov, G., Giryes, R. & Cohen-Or, D., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 176-196 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13693 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • Image Restoration by Deep Projected GSURE

    Abu-Hussein, S., Tirer, T., Chun, S. Y., Eldar, Y. C. & Giryes, R., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 91-100 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Unsupervised Domain Generalization by Learning a Bridge Across Domains

    Harary, S., Schwartz, E., Arbelle, A., Staar, P., Abu-Hussein, S., Amrani, E., Herzig, R., Alfassy, A., Giryes, R., Kuehne, H., Katabi, D., Saenko, K., Feris, R. & Karlinsky, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 5270-5280 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    20 Scopus citations

  • UTILIZING EXCESS RESOURCES IN TRAINING NEURAL NETWORKS

    Henig, A. & Giryes, R., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 1941-1945 5 p. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2021

    A lensless polarization camera

    Elmalem, S. & Giryes, R., 2021, Computational Optical Sensing and Imaging, COSI 2021. The Optical Society, CTh7A.1. (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • AN INTERPRETATION OF REGULARIZATION BY DENOISING AND ITS APPLICATION WITH THE BACK-PROJECTED FIDELITY TERM

    Yogev-Ofer, E., Tirer, T. & Giryes, R., 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. IEEE Computer Society, p. 1649-1653 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Best Buddies Registration for Point Clouds

    Drory, A., Shomer, T., Avidan, S. & Giryes, R., 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C.-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 314-329 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12622 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • BP-DIP: A backprojection based deep image prior

    Zukerman, J., Tirer, T. & Giryes, R., 24 Jan 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 675-679 5 p. 9287540. (European Signal Processing Conference; vol. 2021-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations

  • DeepBBS: Deep Best Buddies for Point Cloud Registration

    Hezroni, I., Drory, A., Giryes, R. & Avidan, S., 2021, Proceedings - 2021 International Conference on 3D Vision, 3DV 2021. Institute of Electrical and Electronics Engineers Inc., p. 342-351 10 p. (Proceedings - 2021 International Conference on 3D Vision, 3DV 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    20 Scopus citations

  • Detector-Free Weakly Supervised Grounding by Separation

    Arbelle, A., Doveh, S., Alfassy, A., Shtok, J., Lev, G., Schwartz, E., Kuehne, H., Levi, H. B., Sattigeri, P., Panda, R., Chen, C. F., Bronstein, A., Saenko, K., Ullman, S., Giryes, R., Feris, R. & Karlinsky, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 1781-1792 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • Fine-grained Angular Contrastive Learning with Coarse Labels

    Bukchin, G., Schwartz, E., Saenko, K., Shahar, O., Feris, R., Giryes, R. & Karlinsky, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 8726-8736 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    37 Scopus citations

  • SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization

    Hertz, A., Perel, O., Giryes, R., Sorkine-Hornung, O. & Cohen-Or, D., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 8820-8832 13 p. (Advances in Neural Information Processing Systems; vol. 11).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    30 Scopus citations

  • StarNet: towards Weakly Supervised Few-Shot Object Detection

    Karlinsky, L., Shtok, J., Alfassy, A., Lichtenstein, M., Harary, S., Schwartz, E., Doveh, S., Sattigeri, P., Feris, R., Bronstein, A. & Giryes, R., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 1743-1753 11 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 2B).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Style encoding for class-specific image generation

    Cohen Hochberg, D., Giryes, R. & Greenspan, H., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 1159631. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Taco-VC: A single speaker tacotron based voice conversion with limited data

    Levy-Leshem, R. & Giryes, R., 24 Jan 2021, 28th European Signal Processing Conference, EUSIPCO 2020 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 391-395 5 p. 9287448. (European Signal Processing Conference; vol. 2021-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations
  • 2020

    Compressed quasi-distributed dynamic strain sensing

    Shiloh, L., Giryes, R. & Eyal, A., 2020, Optical Fiber Sensors, OFS 2020. Optica Publishing Group (formerly OSA), T3.16. (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Face Authentication from Grayscale Coded Light Field

    Weitzner, D., Mendlovic, D. & Giryes, R., Oct 2020, 2020 IEEE International Conference on Image Processing, ICIP 2020 - Proceedings. IEEE Computer Society, p. 2611-2615 5 p. 9191048. (Proceedings - International Conference on Image Processing, ICIP; vol. 2020-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations

  • Image-adaptive gan based reconstruction

    Hussein, S. A., Tirer, T. & Giryes, R., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 3121-3129 9 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    52 Scopus citations

  • Low resource sequence tagging using sentence reconstruction

    Perl, T., Chaudhury, S. & Giryes, R., 2020, ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2692-2698 7 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • On divergence approximations for unsupervised training of deep denoisers based on Stein's unbiased risk estimator

    Soltanayev, S., Giryes, R., Chun, S. Y. & Eldar, Y. C., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3592-3596 5 p. 9054593. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Separable optimization for joint blind deconvolution and demixing

    Weitzner, D. & Giryes, R., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5989-5993 5 p. 9054464. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Supervised and unsupervised learning of parameterized color enhancement

    Chai, Y., Giryes, R. & Wolf, L., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 981-989 9 p. 9093321. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    20 Scopus citations

  • TAFSSL: Task-Adaptive Feature Sub-Space Learning for Few-Shot Classification

    Lichtenstein, M., Sattigeri, P., Feris, R., Giryes, R. & Karlinsky, L., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 522-539 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12352 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    43 Scopus citations
  • 2019

    Blind visual motif removal from a single image

    Hertz, A., Fogel, S., Hanocka, R., Giryes, R. & Cohen-Or, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 6851-6860 10 p. 8953189. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    21 Scopus citations

  • Deep radar detector

    Brodeski, D., Bilik, I. & Giryes, R., Apr 2019, 2019 IEEE Radar Conference, RadarConf 2019. Institute of Electrical and Electronics Engineers Inc., 8835792. (2019 IEEE Radar Conference, RadarConf 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    77 Scopus citations

  • Laso: Label-set operations networks for multi-label few-shot learning

    Alfassy, A., Karlinsky, L., Aides, A., Shtok, J., Harary, S., Feris, R., Giryes, R. & Bronstein, A. M., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 6541-6550 10 p. 8954088. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    97 Scopus citations

  • Lautum regularization for semi-supervised transfer learning

    Jakubovitz, D., Rodrigues, M. R. D. & Giryes, R., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 763-767 5 p. 9022069. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • Repmet: Representative-based metric learning for classification and few-shot object detection

    Karlinsky, L., Shtok, J., Harary, S., Schwartz, E., Aides, A., Feris, R., Giryes, R. & Bronstein, A. M., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 5192-5201 10 p. 8953439. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    306 Scopus citations

  • Spatio-temporal coded imaging for motion deblurring

    Elmalem, S., Giryes, R. & Marom, E., 2019, Computational Optical Sensing and Imaging, COSI 2019. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F170-COSI 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Utilizing the sparsity of quasi-distributed sensing systems for sub-Nyquist signal reconstruction

    Shiloh, L., Giryes, R. & Eyal, A., 2019, Seventh European Workshop on Optical Fibre Sensors. Kalli, K., Brambilla, G. & O'Keeffe, S. (eds.). SPIE, 111992F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11199).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2018

    An iterative denoising and backwards projections method and its advantages for blind deblurring

    Tirer, T. & Giryes, R., 29 Aug 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 973-977 5 p. 8451723. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Deep learned phase mask for single image depth estimation and 3D scanning

    Haim, H., Elmalem, S., Giryes, R., Bronstein, A. M. & Marom, E., 2018, Computational Optical Sensing and Imaging, COSI 2018. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F99-COSI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep learning approach for processing fiber-optic DAS seismic data

    Shiloh, L., Eyal, A. & Giryes, R., 2018, Optical Fiber Sensors, OFS 2018. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F124-OFS 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    30 Scopus citations

  • Fast and accurate reconstruction of compressed color light field

    Nabati, O., Mendlovic, D. & Giryes, R., 29 May 2018, IEEE International Conference on Computational Photography, ICCP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-11 11 p. (IEEE International Conference on Computational Photography, ICCP 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    20 Scopus citations

  • Improving DNN robustness to adversarial attacks using jacobian regularization

    Jakubovitz, D. & Giryes, R., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 525-541 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11216 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    28 Scopus citations

  • Learned Convolutional Sparse Coding

    Sreter, H. & Giryes, R., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2191-2195 5 p. 8462313. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    96 Scopus citations

  • Matching Pursuit Based Convolutional Sparse Coding

    Plaut, E. & Giryes, R., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6847-6851 5 p. 8461543. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • Quantitative phase maps of live cells classified by transfer learning and generative adversarial network (GAN)

    Rubin, M., Stein, O., Giryes, R., Roitshtain, D. & Shaked, N. T., 2018, Computational Optical Sensing and Imaging, COSI 2018. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F99-COSI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Task-driven dictionary learning based on convolutional neural network features

    Tirer, T. & Giryes, R., 29 Nov 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, p. 1885-1889 5 p. 8553495. (European Signal Processing Conference; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review