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Yair Weiss

 https://orcid.org/0000-0003-4643-5328
    Calculated based on number of publications stored in Pure and citations from Scopus
    1993 …2023

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    • 2022

      Generating Natural Images with Direct Patch Distributions Matching

      Elnekave, A. & Weiss, Y., 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. 544-560 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13677 LNCS).

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

      6 Scopus citations
    • 2021

      Understanding and simplifying perceptual distances

      Amir, D. & Weiss, Y., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 12221-12230 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

      9 Scopus citations

    • When is Unsupervised Disentanglement Possible?

      Horan, D., Richardson, E. & Weiss, Y., 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. 5150-5161 12 p. (Advances in Neural Information Processing Systems; vol. 7).

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

      23 Scopus citations
    • 2020

      The surprising effectiveness of linear unsupervised image-to-image translation

      Richardson, E. & Weiss, Y., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 7855-7861 7 p. 9413199. (Proceedings - International Conference on Pattern Recognition).

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

      Open Access
      4 Scopus citations
    • 2017

      Reflection separation using guided annotation

      Springer, O. & Weiss, Y., 2 Jul 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 1192-1196 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

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

      Open Access
      12 Scopus citations
    • 2016

      A tight convex upper bound on the likelihood of a finite mixture

      Mezuman, E. & Weiss, Y., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 1683-1688 6 p. 7899878. (Proceedings - International Conference on Pattern Recognition; vol. 0).

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

      Open Access

    • Power-Efficient Cameras Using Natural Image Statistics

      Feldman, R., Weiss, Y. & Eldar, Y. C., 16 Dec 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016. IEEE Computer Society, p. 945-953 9 p. 7789612. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

      1 Scopus citations
    • 2012

      Learning about canonical views from internet image collections

      Mezuman, E. & Weiss, Y., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 719-727 9 p. (Advances in Neural Information Processing Systems; vol. 1).

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

      24 Scopus citations

    • Multidimensional spectral hashing

      Weiss, Y., Fergus, R. & Torralba, A., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 5 ed. p. 340-353 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7576 LNCS, no. PART 5).

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

      Open Access
      117 Scopus citations

    • Natural images, Gaussian mixtures and dead leaves

      Zoran, D. & Weiss, Y., 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 1736-1744 9 p. (Advances in Neural Information Processing Systems; vol. 3).

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

      82 Scopus citations
    • 2011

      Efficient marginal likelihood optimization in blind deconvolution

      Levin, A., Weiss, Y., Durand, F. & Freeman, W. T., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2657-2664 8 p. 5995308. (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
      598 Scopus citations

    • From learning models of natural image patches to whole image restoration

      Zoran, D. & Weiss, Y., 2011, 2011 International Conference on Computer Vision, ICCV 2011. p. 479-486 8 p. 6126278. (Proceedings of the IEEE International Conference on Computer Vision).

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

      Open Access
      1312 Scopus citations
    • 2010

      Semantic label sharing for learning with many categories

      Fergus, R., Bernal, H., Weiss, Y. & Torralba, A., 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 1 ed. Springer Verlag, p. 762-775 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6311 LNCS, no. PART 1).

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

      60 Scopus citations
    • 2009

      Convergent message passing algorithms - A unifying view

      Meltzer, T., Globerson, A. & Weiss, Y., 2009, Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence, UAI 2009. AUAI Press, p. 393-401 9 p. (Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence, UAI 2009).

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

      89 Scopus citations

    • Informative sensing of natural images

      Chang, H. S., Weiss, Y. & Freeman, W. T., 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 3025-3028 4 p. 5414426. (Proceedings - International Conference on Image Processing, ICIP).

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

      Open Access
      9 Scopus citations

    • Scale invariance and noise in natural images

      Zoran, D. & Weiss, Y., 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 2209-2216 8 p. 5459476. (Proceedings of the IEEE International Conference on Computer Vision).

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

      Open Access
      248 Scopus citations

    • Semi-supervised learning in gigantic image collections

      Fergus, R., Weiss, Y. & Torralba, A., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. Neural Information Processing Systems, p. 522-530 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

      199 Scopus citations

    • Spectral hashing

      Weiss, Y., Torralba, A. & Fergus, R., 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. Neural Information Processing Systems, p. 1753-1760 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

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

      2072 Scopus citations

    • The "tree-dependent components" of natural scenes are edge filters

      Zoran, D. & Weiss, Y., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. Neural Information Processing Systems, p. 2340-2348 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

      13 Scopus citations

    • Understanding and evaluating blind deconvolution algorithms

      Levin, A., Weiss, Y., Durand, F. & Freeman, W. T., 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 1964-1971 8 p. 5206815. (2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009).

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

      1156 Scopus citations
    • 2008

      Human-assisted motion annotation

      Liu, C., Freeman, W. T., Adelson, E. H. & Weiss, Y., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587845. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

      Open Access
      170 Scopus citations

    • Latent topic models for hypertext

      Gruber, A., Rosen-Zvi, M. & Weiss, Y., 2008, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008. p. 230-239 10 p. (Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008).

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

      41 Scopus citations

    • Small codes and large image databases for recognition

      Torralba, A., Fergus, R. & Weiss, Y., 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587633. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

      Open Access
      619 Scopus citations

    • Sparse regression as a sparse eigenvalue problem

      Moghaddam, B., Gruber, A., Weiss, Y. & Avidan, S., 2008, 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA. p. 219-225 7 p. 4601051. (2008 Information Theory and Applications Workshop - Conference Proceedings, ITA).

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

      8 Scopus citations

    • Sparse regression as a sparse Eigenvalue problem

      Moghaddam, B., Gruber, A., Weiss, Y. & Avidan, S., 2008, 2008 Information Theory and Applications Workshop - Conference Proceedings, ITA. p. 121-127 7 p. 4601036. (2008 Information Theory and Applications Workshop - Conference Proceedings, ITA).

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

      5 Scopus citations

    • Tightening LP relaxations for MAP using message passing

      Sontag, D., Meltzer, T., Globerson, A., Jaakkola, T. & Weiss, Y., 2008, Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008. p. 503-510 8 p. (Proceedings of the 24th Conference on Uncertainty in Artificial Intelligence, UAI 2008).

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

      187 Scopus citations
    • 2007

      Comments on why generalized BP serves so remarkably in 2-D channels

      Shental, O., Shental, N., Shamai, S., Kanter, I., Weiss, A. J. & Weiss, Y., 2007, 2007 Information Theory and Applications Workshop, Conference Proceedings, ITA. p. 369 1 p. 4357604. (2007 Information Theory and Applications Workshop, Conference Proceedings, ITA).

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

    • Learning compressed sensing

      Weiss, Y., Chang, H. S. & Freeman, W. T., 2007, 45th Annual Allerton Conference on Communication, Control, and Computing 2007. University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering, p. 535-541 7 p. (45th Annual Allerton Conference on Communication, Control, and Computing 2007; vol. 1).

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

      28 Scopus citations

    • MAP estimation, linear programming and belief propagation with convex free energies

      Weiss, Y., Chen, Y. & Meltzer, T., 2007, Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007. p. 416-425 10 p. (Proceedings of the 23rd Conference on Uncertainty in Artificial Intelligence, UAI 2007).

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

      86 Scopus citations

    • Minimizing and learning energy functions for side-chain prediction

      Yanover, C., Schueler-Furman, O. & Weiss, Y., 2007, Research in Computational Molecular Biology - 11th Annual International Conference, RECOMB 2007, Proceedings. Springer Verlag, p. 381-395 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4453 LNBI).

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

      16 Scopus citations

    • What makes a good model of natural images?

      Weiss, Y. & Freeman, W. T., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270117. (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
      268 Scopus citations
    • 2006

      A closed form solution to natural image matting

      Levin, A., Lischinski, D. & Weiss, Y., 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 61-68 8 p. 1640742. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1).

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

      Open Access
      434 Scopus citations

    • Generalized spectral bounds for sparse LDA

      Moghaddam, B., Weiss, Y. & Avidan, S., 2006, ACM International Conference Proceeding Series - Proceedings of the 23rd International Conference on Machine Learning, ICML 2006. p. 641-648 8 p. (ACM International Conference Proceeding Series; vol. 148).

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

      41 Scopus citations

    • Generalized spectral bounds for sparse LDA

      Moghaddam, B., Weiss, Y. & Avidan, S., 2006, ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning. p. 641-648 8 p. (ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning; vol. 2006).

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

      72 Scopus citations

    • Incorporating constraints and prior knowledge into factorization algorithms - An application to 3D recovery

      Gruber, A. & Weiss, Y., 2006, Subspace, Latent Structure and Feature Selection - Statistical and Optimization Perspectives Workshop, SLSFS 2005, Revised Selected Papers. p. 151-162 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3940 LNCS).

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

      2 Scopus citations

    • Incorporating non-motion cues into 3D motion segmentation

      Gruber, A. & Weiss, Y., 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. Springer Verlag, p. 84-97 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3953 LNCS).

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

      Open Access
      12 Scopus citations

    • Learning to combine bottom-up and top-down segmentation

      Levin, A. & Weiss, Y., 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. p. 581-594 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3954 LNCS).

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

      Open Access
      80 Scopus citations
    • 2005

      Globally optimal solutions for energy minimization in stereo vision using reweighted belief propagation

      Meltzer, T., Yanover, C. & Weiss, Y., 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. p. 428-435 8 p. 1541287. (Proceedings of the IEEE International Conference on Computer Vision; vol. I).

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

      93 Scopus citations

    • Noise and the two-thirds power law

      Maoz, U., Portugaly, E., Flash, T. & Weiss, Y., 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 851-858 8 p. (Advances in Neural Information Processing Systems).

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

      20 Scopus citations

    • Spectral bounds for sparse PCA: Exact and greedy algorithms

      Moghaddam, B., Weiss, Y. & Avidan, S., 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 915-922 8 p. (Advances in Neural Information Processing Systems).

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

      144 Scopus citations
    • 2004

      Factorization with uncertainty and missing data: Exploiting temporal coherence

      Gruber, A. & Weiss, Y., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      7 Scopus citations

    • Finding the M most probable configurations using loopy belief propagation

      Yanover, C. & Weiss, Y., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      39 Scopus citations

    • Generalized belief propagation receiver for near-optimal detection of two-dimensional channels with memory

      Shental, O., Weiss, A. J., Shental, N. & Weiss, Y., 2004, 2004 IEEE Information Theory Workshop - Proceedings, ITW. p. 225-229 5 p. (2004 IEEE Information Theory Workshop - Proceedings, ITW).

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

      46 Scopus citations

    • Information bottleneck for Gaussian variables

      Chechik, G., Globerson, A., Tishby, N. & Weiss, Y., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      12 Scopus citations

    • Pairwise clustering and graphical models

      Shental, N., Zomet, A., Hertz, T. & Weiss, Y., 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      8 Scopus citations
    • 2003

      Approximate inference and protein-folding

      Yanover, C. & Weiss, Y., 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      30 Scopus citations

    • Finding the M Most Probable Configurations in Arbitrary Graphical Models.

      Yanover, C. & Weiss, Y., 2003, Advances in Neural Information Processing Systems 16 (NIPS 2003). p. 289-296 8 p.

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

    • Learning to perceive transparency from the statistics of natural scenes

      Levin, A., Zoniet, A. & Weiss, Y., 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      25 Scopus citations

    • Maximum likelihood and the information bottleneck

      Slonim, N. & Weiss, Y., 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

      14 Scopus citations

    • Natural images, Gaussian mixtures and dead leaves

      Zoran, D. & Weiss, Y., 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

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