Lihi Zelnik-Manor

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Lihi Zelnik-Manor

Prof.

Former affiliations
 https://orcid.org/0000-0002-7930-8985
    1999 …2025

    Research activity per year

    Search results

    • 2025

      FreeAugment: Data Augmentation Search Across All Degrees of Freedom

      Bekor, T., Nayman, N. & Zelnik-Manor, L., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). p. 36-53 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15085 LNCS).

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

    • 2024

      Diverse Imagenet Models Transfer Better

      Nayman, N., Golbert, A., Noy, A. & Zelnik-Manor, L., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. p. 1903-1914 12 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

      Demonstrating HUGO, a High-Resolution Tactile Emulator for Complex Surfaces

      Herbst, Y., Wolf, A. & Zelnik-Manor, L., 29 Oct 2023, UIST 2023 Adjunct - Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. 57. (UIST 2023 Adjunct - Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology).

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

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2023, In: Lecture Notes in Computer Science. 13806 LNCS, p. v

      Research output: Contribution to journal › Editorial

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2023, In: Lecture Notes in Computer Science. 13802 LNCS, p. VII

      Research output: Contribution to journal › Editorial

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2023, In: Lecture Notes in Computer Science. 13805 LNCS, p. v

      Research output: Contribution to journal › Editorial

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2023, In: Lecture Notes in Computer Science. 13804 LNCS, p. VII

      Research output: Contribution to journal › Editorial

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2023, In: Lecture Notes in Computer Science. 13807 LNCS, p. v

      Research output: Contribution to journal › Editorial

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2023, In: Lecture Notes in Computer Science. 13808 LNCS, p. v

      Research output: Contribution to journal › Editorial

    • HUGO, a High-Resolution Tactile Emulator for Complex Surfaces

      Herbst, Y., Wolf, A. & Zelnik-Manor, L., 19 Apr 2023, CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. 458. (Conference on Human Factors in Computing Systems - Proceedings).

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

    • 2022

      BINAS: Bilinear Interpretable Neural Architecture Search

      Nayman, N., Aflalo, Y., Noy, A. & Zelnik-Manor, L., 2022, In: Proceedings of Machine Learning Research. 189, p. 786-801 16 p.

      Research output: Contribution to journal › Conference article › peer-review

    • Foreword

      Cucchiara, R., Matas, J., Shashua, A. & Zelnik-Manor, L., 2022, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 13808 LNCS, p. v

      Research output: Contribution to journal › Editorial

    • Multi-label Classification with Partial Annotations using Class-aware Selective Loss

      Ben-Baruch, E., Ridnik, T., Friedman, I., Ben-Cohen, A., Zamir, N., Noy, A. & Zelnik-Manor, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. p. 4754-4762 9 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

    • PETA: Photo Albums Event Recognition using Transformers Attention

      Glaser, T., Ben-Baruch, E., Sharir, G., Zamir, N., Noy, A. & Zelnik-Manor, L., 2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. p. 2532-2538 7 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

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

      Open Access
    • 2021

      Asymmetric Loss For Multi-Label Classification

      Ridnik, T., Ben-Baruch, E., Zamir, N., Noy, A., Friedman, I., Protter, M. & Zelnik-Manor, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. p. 82-91 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

      Open Access

    • HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search

      Nayman, N., Aflalo, Y., Noy, A. & Zelnik-Manor, L., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. p. 7979-7990 12 p. (Proceedings of Machine Learning Research; vol. 139).

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

    • HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search

      Nayman, N., Aflalo, Y., Noy, A. & Zelnik-Manor, L., 1 Jun 2021, In: Proceedings of Machine Learning Research. 139, p. 7979-7990 12 p.

      Research output: Contribution to journal › Conference article › peer-review

    • ImageNet-21K Pretraining for the Masses

      Ridnik, T., Ben-Baruch, E., Noy, A. & Zelnik-Manor, L., 2021, Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1).

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

    • ImageNet-21K Pretraining for the Masses

      Ridnik, T., Ben-Baruch, E., Noy, A. & Zelnik-Manor, L., 2021, In: Advances in Neural Information Processing Systems.

      Research output: Contribution to journal › Conference article › peer-review

    • Message from the general and program chairs

      Forsyth, D., Gkioxari, G., Tuytelaars, T., Yang, R., Yu, J., Brown, M. S., Sukthankar, R., Tan, T. & Zelnik, L., 2021, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. clxvi

      Research output: Contribution to journal › Editorial

    • Semantic Diversity Learning for Zero-Shot Multi-label Classification

      Ben-Cohen, A., Zamir, N., Baruch, E. B., Friedman, I. & Zelnik-Manor, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. p. 620-630 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

      Open Access
    • 2020

      Analysis of subject specific grasping patterns

      Herbst, Y., Zelnik-Manor, L. & Wolf, A., Jul 2020, In: PLoS ONE. 15, 7, e0234969.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • ASAP: Architecture Search, Anneal and Prune

      Noy, A., Doveh, S., Nayman, N., Friedman, I., Ridnik, T., Giryes, R., Zamir, N. & Zelnik-Manor, L., 2020, In: Proceedings of Machine Learning Research. 108, p. 493-503 11 p.

      Research output: Contribution to journal › Conference article › peer-review

    • Compact network training for person ReID

      Lawen, H., Ben-Cohen, A., Protter, M., Friedman, I. & Zelnik-Manor, L., 8 Jun 2020, ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval. p. 164-171 8 p. (ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval).

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

      Open Access

    • Graph embedded pose clustering for anomaly detection

      Markovitz, A., Sharir, G., Friedman, I., Zelnik-Manor, L. & Avidan, S., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 10536-10544 9 p., 9157616.

      Research output: Contribution to journal › Conference article › peer-review

      Open Access
    • 2019

      Adversarial feedback loop

      Shama, F., Mechrez, R., Shoshan, A. & Zelnik-Manor, L., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. p. 3204-3213 10 p. 9010247. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

      Open Access

    • Dynamic-Net: Tuning the objective without re-training for synthesis tasks

      Shoshan, A., Mechrez, R. & Zelnik-Manor, L., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. p. 3214-3222 9 p. 9008765. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

      Open Access

    • Is image memorability prediction solved?

      Perera, S., Tal, A. & Zelnik-Manor, L., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. p. 800-808 9 p. 9025657. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

      Open Access

    • Maintaining Natural Image Statistics with the Contextual Loss

      Mechrez, R., Talmi, I., Shama, F. & Zelnik-Manor, L., 2019, Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Li, H., Mori, G., Schindler, K. & Jawahar, C. V. (eds.). p. 427-443 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11363 LNCS).

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

      Open Access

    • Partial correspondence of 3D shapes using properties of the nearest-neighbor field

      Arbel, N. Y., Tal, A. & Zelnik-Manor, L., Aug 2019, In: Computers and Graphics. 82, p. 183-192 10 p.

      Research output: Contribution to journal › Conference article › peer-review

    • Saliency driven image manipulation

      Mechrez, R., Shechtman, E. & Zelnik-Manor, L., 4 Mar 2019, In: Machine Vision and Applications. 30, 2, p. 189-202 14 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access

    • The 2018 PIRM challenge on perceptual image super-resolution

      Blau, Y., Mechrez, R., Timofte, R., Michaeli, T. & Zelnik-Manor, L., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). p. 334-355 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11133 LNCS).

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

      Open Access

    • XNAS: Neural architecture search with expert advice

      Nayman, N., Noy, A., Ridnik, T., Friedman, I., Jin, R. & Zelnik-Manor, L., 2019, In: Advances in Neural Information Processing Systems. 32

      Research output: Contribution to journal › Conference article › peer-review

    • 2018

      Modifying Non-local Variations Across Multiple Views

      Tlusty, T., Michaeli, T., Dekel, T. & Zelnik-Manor, L., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. p. 6276-6285 10 p. 8578755. (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

    • Saliency Driven Image Manipulation

      Mechrez, R., Shechtman, E. & Zelnik-Manor, L., 3 May 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. p. 1368-1376 9 p. 8354258. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

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

      Open Access

    • The contextual loss for image transformation with non-aligned data

      Mechrez, R., Talmi, I. & Zelnik-Manor, L., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). p. 800-815 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11218 LNCS).

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

      Open Access
    • 2017

      From biokinematics to a robotic active vision system

      Barzilay, O., Zelnik-Manor, L., Gutfreund, Y., Wagner, H. & Wolf, A., 20 Sep 2017, In: Bioinspiration and Biomimetics. 12, 5, 056004.

      Research output: Contribution to journal › Article › peer-review

    • Photorealistic style transfer with screened Poisson equation

      Mechrez, R., Shechtman, E. & Zelnik-Manor, L., 2017, British Machine Vision Conference 2017, BMVC 2017. (British Machine Vision Conference 2017, BMVC 2017).

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

      Open Access

    • SIFTing through scales

      Hassner, T., Filosof, S., Mayzels, V. & Zelnik-Manor, L., 1 Jul 2017, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 7, p. 1431-1443 13 p., 7516703.

      Research output: Contribution to journal › Article › peer-review

    • Template matching with deformable diversity similarity

      Talmi, I., Mechrez, R. & Zelnik-Manor, L., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. p. 1311-1319 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

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

      Open Access
    • 2016

      Development of an optical displacement transducer for routine testing of asphalt concrete

      Hamam, T., Levenberg, E. & Zelnik-Manor, L., 1 Sep 2016, In: Journal of Materials in Civil Engineering. 28, 9, 11 p., 04016066.

      Research output: Contribution to journal › Article › peer-review

    • Message from the general and program chairs

      Agapito, L., Berg, T., Kosecka, J., Zelnik-Manor, L., Tuytelaars, T., Li, F. F. & Bajcsy, R., 9 Dec 2016, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2016-December, p. xlv-xlvi 7780374.

      Research output: Contribution to journal › Editorial

    • Message from the General and Program Chairs

      Agapito, L., Berg, T., Kosecka, J., Zelnik-Manor, L., Tuytelaars, T., Li, F. F. & Bajcsy, R., 16 Dec 2016, In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. p. xix-xx 7789495.

      Research output: Contribution to journal › Editorial

    • 2015

      Approximate nearest neighbor fields in video

      Ben-Zrihem, N. & Zelnik-Manor, L., 14 Oct 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. p. 5233-5242 10 p. 7299160. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

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

      Open Access

    • Dense, scale-less descriptors

      Hassner, T., Mayzels, V. & Zelnik-Manor, L., 1 Jan 2015, Dense Image Correspondences for Computer Vision. p. 51-70 20 p.

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

    • Hot or not: Exploring correlations between appearance and temperature

      Glasner, D., Fua, P., Zickler, T. & Zelnik-Manor, L., 17 Feb 2015, 2015 International Conference on Computer Vision, ICCV 2015. p. 3997-4005 9 p. 7410812. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

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

    • Siftpack: A compact representation for efficient sift matching

      Gilinsky, A. & Zelnik-Manor, L., 1 Jan 2015, Dense Image Correspondences for Computer Vision. p. 109-133 25 p.

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

    • 2014

      How to evaluate foreground maps

      Margolin, R., Zelnik-Manor, L. & Tal, A., 24 Sep 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 248-255 8 p. 6909433. (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

    • OTC: A novel local descriptor for scene classification

      Margolin, R., Zelnik-Manor, L. & Tal, A., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 7 ed. p. 377-391 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8695 LNCS, no. PART 7).

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

    • 2013

      Learning video saliency from human gaze using candidate selection

      Rudoy, D., Goldman, D. B., Shechtman, E. & Zelnik-Manor, L., 2013, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1147-1154 8 p., 6618996.

      Research output: Contribution to journal › Conference article › peer-review