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Tomer Michaeli

Assoc. Prof.

 https://orcid.org/0000-0003-0525-8054
    Calculated based on number of publications stored in Pure and citations from Scopus
    20072024

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    • 2024

      Nested Diffusion Processes for Anytime Image Generation

      Elata, N., Kawar, B., Michaeli, T. & Elad, M., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. p. 4995-5004 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
    • 2023

      Alias-Free Convnets: Fractional Shift Invariance via Polynomial Activations

      Michaeli, H., Michaeli, T. & Soudry, D., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. p. 16333-16342 10 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

      Open Access
      1 Scopus citations

    • Beyond Local Processing: Adapting CNNs for CT Reconstruction

      Hamoud, B., Bahat, Y. & Michaeli, T., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). p. 513-526 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13803 LNCS).

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

    • Internal Diverse Image Completion

      Alkobi, N., Rott Shaham, T. & Michaeli, T., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. p. 648-658 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).

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

      Open Access

    • Power Awareness in Low Precision Neural Networks

      Eliezer, N. S., Banner, R., Ben-Yaakov, H., Hoffer, E. & Michaeli, T., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). p. 67-83 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13807 LNCS).

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

    • 2021

      A Theory of the Distortion-Perception Tradeoff in Wasserstein Space

      Freirich, D., Michaeli, T. & Meir, R., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). p. 25661-25672 12 p. (Advances in Neural Information Processing Systems; vol. 31).

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

      8 Scopus citations

    • Catch-A-Waveform: Learning to Generate Audio from a Single Short Example

      Greshler, G., Rott Shaham, T. & Michaeli, T., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). p. 20916-20928 13 p. (Advances in Neural Information Processing Systems; vol. 25).

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

      10 Scopus citations

    • Contrastive Divergence Learning is a Time Reversal Adversarial Game

      Yair, O. & Michaeli, T., 2021, International Conference on Learning Representations. 15 p.

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

      1 Scopus citations

    • Deep Self-Dissimilarities as Powerful Visual Fingerprints

      Kligvasser, I., Rott Shaham, T., Bahat, Y. & Michaeli, T., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). p. 3939-3951 13 p. (Advances in Neural Information Processing Systems; vol. 5).

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

      2 Scopus citations

    • GAN ''Steerability'' without optimization

      Eliezer, N. S., Banner, R. & Michaeli, T., 2021, International Conference on Learning Representations. 59 p.

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

      22 Scopus citations

    • On Information Rates over a Binary-Input Filtered Gaussian Channel

      Peleg, M., Michaeli, T. & Shamai Shitz, S., 2021, 2021 IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems, COMCAS 2021. p. 330-333 4 p. (2021 IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems, COMCAS 2021).

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

      Open Access
      1 Scopus citations

    • Sparsity Aware Normalization for GANs

      Kligvasser, I. & Michaeli, T., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. p. 8181-8190 10 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9B).

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

      2 Scopus citations

    • Spatially-adaptive pixelwise networks for fast image translation

      Rott Shaham, T., Gharbi, M., Zhang, R., Shechtman, E. & Michaeli, T., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. p. 14877-14886 10 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
      46 Scopus citations

    • The Implicit Bias of Minima Stability: A View from Function Space

      Mulayoff, R., Michaeli, T. & Soudry, D., 2021, 35th Conference on Neural Information Processing Systems, NeurIPS 2021. p. 17749-17761 13 p.

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

      13 Scopus citations

    • Three-dimensional localization microscopy by deep learning

      Nehme, E., Ferdman, B., Freedman, D., Weiss, L. E., Gordon-Soffer, R., Naor, T., Kedem, R. O., Alalouf, O., Michaeli, T. & Shechtman, Y., 2021, 3D Image Acquisition and Display: Technology, Perception and Applications, 3D 2021. (Optics InfoBase Conference Papers).

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

    • What's in the Image? Explorable Decoding of Compressed Images

      Bahat, Y. & Michaeli, T., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. p. 2907-2916 10 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
      4 Scopus citations
    • 2020

      Unique properties of flat minima in deep networks

      Mulayoff, R. & Michaeli, T., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). p. 7065-7075 11 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-10).

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

      6 Scopus citations
    • 2019

      Direct validation of the information bottleneck principle for deep nets

      Elad, A., Haviv, D., Blau, Y. & Michaeli, T., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. p. 758-762 5 p. 9022174. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

      22 Scopus citations

    • Joint autoencoders: A flexible meta-learning framework

      Epstein, B., Meir, R. & Michaeli, T., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Gärtner, T., Hurley, N., Ifrim, G. & Berlingerio, M. (eds.). p. 494-509 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11051 LNAI).

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

      3 Scopus citations

    • Multispectral reconstruction from reference objects in the scene

      Nussbaum Hoffer, N. & Michaeli, T., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. p. 4350-4358 9 p. 9022587. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

      1 Scopus citations

    • Rethinking lossy compression: The rate-distortion-perception tradeoff

      Blau, Y. & Michaeli, T., 2019, 36th International Conference on Machine Learning, ICML 2019. p. 1081-1091 11 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

      63 Scopus citations

    • SinGAN: Learning a generative model from a single natural image

      Rott Shaham, T., Dekel, T. & Michaeli, T., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. p. 4569-4579 11 p. 9008787. (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
      569 Scopus citations

    • 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
      155 Scopus citations
    • 2018

      Deformation Aware Image Compression

      Rott Shaham, T. & Michaeli, T., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. p. 2453-2462 10 p. 8578358. (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
      13 Scopus citations

    • 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

      8 Scopus citations

    • Multi-scale Weighted Nuclear Norm Image Restoration

      Yair, N. & Michaeli, T., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. p. 3165-3174 10 p. 8578432. (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

      79 Scopus citations

    • Revealing common statistical behaviors in heterogeneous populations

      Zhitnikov, A., Mulayoff, R. & Michaeli, T., 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). p. 9490-9499 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 13).

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

      1 Scopus citations

    • The Perception-Distortion Tradeoff

      Blau, Y. & Michaeli, T., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. p. 6228-6237 10 p. 8578750. (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
      501 Scopus citations

    • XUnit: Learning a Spatial Activation Function for Efficient Image Restoration

      Kligvasser, I., Rott Shaham, T. & Michaeli, T., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. p. 2433-2442 10 p. 8578356. (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
      40 Scopus citations
    • 2017

      Non-redundant Spectral Dimensionality Reduction

      Blau, Y. & Michaeli, T., 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Vens, C., Todorovski, L. & Hollmen, J. (eds.). p. 256-271 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 LNAI).

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

      Open Access
      5 Scopus citations
    • 2016

      Nonparametric Canonical Correlation Analysis

      Michaeli, T., Wang, VV. & Livescu, K., 2016, 33rd International Conference on Machine Learning, ICML 2016. Weinberger, K. Q. & Balcan, M. F. (eds.). p. 2906-2916 11 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 4).

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

      20 Scopus citations

    • Visualizing image priors

      Rott Shaham, T. & Michaeli, T., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). p. 136-153 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9910 LNCS).

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

      5 Scopus citations
    • 2014

      Blind deblurring using internal patch recurrence

      Michaeli, T. & Irani, M., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 3 ed. p. 783-798 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8691 LNCS, no. PART 3).

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

      Open Access
      294 Scopus citations

    • Simultaneous tracking and data association in an extended maneuvering target using the IMM methodology

      Sigalov, D., Michaeli, T. & Oshman, Y., 3 Oct 2014, FUSION 2014 - 17th International Conference on Information Fusion. 6916280. (FUSION 2014 - 17th International Conference on Information Fusion).

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

      2 Scopus citations

    • Tracking an extended maneuvering target using a novel modeling of systems with random parameters

      Sigalov, D., Michaeli, T. & Oshman, Y., 2014, 54th Israel Annual Conference on Aerospace Sciences 2014. p. 1042-1051 10 p. (54th Israel Annual Conference on Aerospace Sciences 2014; vol. 2).

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

    • 2013

      Nonparametric blind super-resolution

      Michaeli, T. & Irani, M., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. p. 945-952 8 p. 6751227. (Proceedings of the IEEE International Conference on Computer Vision).

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

      262 Scopus citations
    • 2012

      A unified approach to state estimation problems under data and model uncertainties

      Sigalov, D., Michaeli, T. & Oshman, Y., 2012, 15th International Conference on Information Fusion, FUSION 2012. p. 2569-2576 8 p. 6290466. (15th International Conference on Information Fusion, FUSION 2012).

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

      6 Scopus citations

    • Optimization-based recovery from rate of innovation samples

      Michaeli, T. & Eldar, Y. C., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 3649-3652 4 p. 6288707. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

      Open Access

    • Partially linear estimation with application to image deblurring using blurred/noisy image pairs

      Michaeli, T., Sigalov, D. & Eldar, Y. C., 2012, Latent Variable Analysis and Signal Separation - 10th International Conference, LVA/ICA 2012, Proceedings. p. 9-16 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7191 LNCS).

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

      Open Access

    • Semi-supervised multi-domain regression with distinct training sets

      Michaeli, T., Eldar, Y. C. & Sapiro, G., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2145-2148 4 p. 6288336. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

      2 Scopus citations

    • Tracking a splitting target in clutter using the IMM methodology

      Sigalov, D., Michaeli, T. & Oshman, Y., 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6377002. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

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

      6 Scopus citations
    • 2011

      Causal signal recovery from U-invariant samples

      Michaeli, T., Eldar, Y. C. & Pohl, V., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 3900-3903 4 p. 5947204. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

      Open Access

    • Linear optimal state estimation in systems with independent mode transitions

      Sigalov, D., Michaeli, T. & Oshman, Y., 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 6800-6807 8 p. 6161105. (Proceedings of the IEEE Conference on Decision and Control).

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

      Open Access
      4 Scopus citations
    • 2010

      A minimax approach to Bayesian estimation with partial knowledge of the observation model

      Michaeli, T. & Eldar, Y. C., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 1902-1905 4 p. 5495335. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

      Open Access

    • Motion blur removal in nonlinear sensors

      Faktor, T., Michaeli, T. & Eldar, Y. C., 2010, Proceedings of SPIE-IS and T Electronic Imaging - Computational Imaging VIII. 75330P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7533).

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

      Open Access

    • Particle filtering based recovery of noisy GARCH processes

      Michaeli, T. & Cohen, I., 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 3954-3957 4 p. 5495789. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

      Open Access
      1 Scopus citations

    • Performance bounds for the estimation of finite rate of innovation signals from noisy measurements

      Ben-Haim, Z., Michaeli, T. & Eldar, Y. C., 2010, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010. p. 97-100 4 p. 5606706. (2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM 2010).

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

      4 Scopus citations
    • 2009

      The vector hybrid wiener filter: Application to super-resolution

      Michaeli, T. & Eldar, Y. C., 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing, SSP '09. p. 393-396 4 p. 5278555. (IEEE Workshop on Statistical Signal Processing Proceedings).

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

      Open Access
      1 Scopus citations
    • 2008

      Constrained nonlinear minimum MSE estimation

      Michaeli, T. & Eldar, Y. C., 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP. p. 3681-3684 4 p. 4518451. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

      Open Access
      5 Scopus citations
    • 2007

      High Rate Reconstruction of Random Signals from Generalized Samples

      Michaeli, T. & Eldar, Y. C., 2007, International Workshop on Sampling Theory and Applications, 2007. 10 p.

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