Lihi Zelnik-Manor

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Lihi Zelnik-Manor

Prof.

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

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    • 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

    • 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

      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

    • 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

    • 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

      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
    • 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

    • 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
    • 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

      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

    • 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
    • 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

    • 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

    • 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

      SIFTpack: A compact representation for efficient SIFT matching

      Gilinsky, A. & Zelnik-Manor, L., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. p. 777-784 8 p. 6751206. (Proceedings of the IEEE International Conference on Computer Vision).

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

    • Video inlays: A system for user-friendly matchmove

      Rudoy, D. & Zelnik-Manor, L., 2013, Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology, VRST 2013. p. 219-222 4 p. (Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST).

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

    • 2012

      Crowdsourcing Gaze Data Collection

      Rudoy, D., Goldman, D. B., Shechtman, E. & Zelnik-Manor, L., 2012, Collective Intelligence 2012 . 8 p.

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

    • Icon scanning: Towards next generation QR codes

      Friedman, I. & Zelnik-Manor, L., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1130-1137 8 p. 6247793. (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

    • On SIFTs and their scales

      Hassner, T., Mayzels, V. & Zelnik-Manor, L., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 1522-1528 7 p. 6247842. (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

    • 2011

      "Dancing icons" detection

      Zelnik-Manor, L. & Friedman, I., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 110-111 2 p. 6130231. (Proceedings of the IEEE International Conference on Computer Vision).

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

    • Incorporating temporal context in Bag-of-Words models

      Glaser, T. & Zelnik-Manor, L., 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 1562-1569 8 p. 6130436. (Proceedings of the IEEE International Conference on Computer Vision).

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

    • Posing to the camera: Automatic viewpoint selection for human actions

      Rudoy, D. & Zelnik-Manor, L., 2011, Computer Vision, ACCV 2010 - 10th Asian Conference on Computer Vision, Revised Selected Papers. PART 4 ed. p. 307-320 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6495 LNCS, no. PART 4).

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

    • 2010

      Context-aware saliency detection

      Goferman, S., Zelnik-Manor, L. & Tal, A., 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 2376-2383 8 p. 5539929. (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

    • Dictionary optimization for block-sparse representations

      Rosenblum, K., Zelnik-Manor, L. & Eldar, Y. C., 2010, Manifold Learning and Its Applications - Papers from the AAAI Fall Symposium, Technical Report. p. 50-58 9 p. (AAAI Fall Symposium - Technical Report; vol. FS-10-06).

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

    • Large scale max-margin multi-label classification with priors

      Hariharan, B., Zelnik-Manor, L., Vishwanathan, S. V. N. & Varma, M., 2010, ICML 2010 - Proceedings, 27th International Conference on Machine Learning. p. 423-430 8 p. (ICML 2010 - Proceedings, 27th International Conference on Machine Learning).

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

    • Salient Edges: A Multi Scale Approach

      Holtzman-Gazit, M., Zelnik-Manor, L. & Yavneh, I., 2010, 11th European Conference on Computer Vision: Workshop on Vision for Cognitive Tasks. p. 4310 14 p.

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

    • 2009

      A general framework for approximate nearest subspace search

      Basri, R., Hassner, T. & Zelnik-Manor, L., 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. p. 109-116 8 p. 5457710. (2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009).

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

      Open Access
    • 2008

      A walk through the web's video clips

      Zanetti, S., Zelnik-Manor, L. & Perona, P., 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops. 4562955. (2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops).

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

      Open Access

    • Unsupervised learning of categorical segments in image collections

      Andreetto, M., Zelnik-Manor, L. & Perona, P., 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops. 4562972. (2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops).

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

      Open Access
    • 2007

      Approximate nearest subspace search with applications to pattern recognition

      Basri, R., Hassner, T. & Zelnik-Manor, L., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270226. (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

    • Automating joiners

      Zelnik-Manor, L. & Perona, P., 2007, Proceedings - NPAR 2007: 5th International Symposium on Non-Photorealistic Animation and Rendering. p. 121-131 11 p. (NPAR Symposium on Non-Photorealistic Animation and Rendering).

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

      Open Access

    • Non-parametric probabilistic image segmentation

      Andreetto, M., Zelnik-Manor, L. & Perona, P., 2007, 2007 IEEE 11th International Conference on Computer Vision, ICCV.

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

    • 2005

      Beyond pairwise clustering

      Agarwal, S., Lim, J., Zelnik-Manor, L., Perona, P., Kriegman, D. & Belongie, S., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. p. 838-845 8 p. 1467530. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

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

      Open Access

    • Hybrid models for human motion recognition

      Fanti, C., Zelnik-Manor, L. & Perona, P., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. p. 1166-1173 8 p. 1467398. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. I).

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

      Open Access

    • Minimal-cut model composition

      Hassner, T., Zelnik-Manor, L., Leifman, G. & Basri, R., 2005, Proceedings - International Conference on Shape Modeling and Applications, SMI'05. p. 72-81 10 p. 1563213. (Proceedings - International Conference on Shape Modeling and Applications, SMI'05; vol. 2005).

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

    • Self-tuning spectral clustering

      Zelnik-Manor, L. & Perona, P., 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. (Advances in Neural Information Processing Systems).

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

    • Squaring the circle in panoramas

      Zelnik-Manor, L., Peters, G. & Perona, P., 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. p. 1292-1299 8 p. 1544869. (Proceedings of the IEEE International Conference on Computer Vision; vol. II).

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

      Open Access
    • 2002

      Multi-body segmentation: Revisiting motion consistency

      Machline, M., Zelnik-Manor, L. & Irani, M., 2002, ECCV Workshop on Vision and Modeling of Dynamic Scenes.

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

    • 1999

      Multi-view subspace constraints on homographies

      Zelnik-Manor, L. & Irani, M., 1999, IEEE Seventh International Conference on Computer Vision (ICCV’99). p. 710-715 6 p.

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