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  • 2022

    A Deep Moving-Camera Background Model

    Erez, G., Weber, R. S. & Freifeld, O., 4 Nov 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 177-194 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13695 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • DeepDPM: Deep Clustering With an Unknown Number of Clusters

    Ronen, M., Finder, S. E. & Freifeld, O., 27 Sep 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. Institute of Electrical and Electronics Engineers, p. 9851-9860 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    21 Scopus citations
  • Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation

    Dinari, O. & Freifeld, O., 1 Jan 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), p. 579-588 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Variational- and Metric-based Deep Latent Space for Out-of-Distribution Detection

    Dinari, O. & Freifeld, O., 1 Jan 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. Association For Uncertainty in Artificial Intelligence (AUAI), p. 569-578 10 p. (Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2021

    Cyclic Diffeomorphic Transformer Nets For Contour Alignment.

    Kaufman, I., Weber, R. S. & Freifeld, O., 23 Aug 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. Institute of Electrical and Electronics Engineers, p. 349-353 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2019

    Bayesian adaptive superpixel segmentation

    Uziel, R., Ronen, M. & Freifeld, O., 1 Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers, p. 8469-8478 10 p. 9008124. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    35 Scopus citations
  • Distributed MCMC inference in dirichlet process mixture models using julia

    Dinari, O., Yu, A., Freifeld, O. & Fisher, J., 1 May 2019, Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019. Institute of Electrical and Electronics Engineers, p. 518-525 8 p. 8752661. (Proceedings - 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations
  • 2018

    Deep Diffeomorphic Transformer Networks

    Detlefsen, N. S., Freifeld, O. & Hauberg, S., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. Institute of Electrical and Electronics Engineers, p. 4403-4412 10 p. 8578561. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    31 Scopus citations
  • 2015

    A fast method for inferring high-quality simply-connected superpixels

    Freifeld, O., Li, Y. & Fisher, J. W., 9 Dec 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. Institute of Electrical and Electronics Engineers, p. 2184-2188 5 p. 7351188. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • Highly-expressive spaces of well-behaved transformations: Keeping it simple

    Freifeld, O., Hauberg, S., Batmanghelich, K. & Fisher, J. W., 17 Feb 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers, p. 2911-2919 9 p. 7410690. (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 proceedingConference contributionpeer-review

    Open Access
    15 Scopus citations
  • 2014

    Aerial reconstructions via probabilistic data fusion

    Cabezas, R., Freifeld, O., Rosman, G. & Fisher, J. W., 24 Sep 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 4010-4017 8 p. 6909907. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    8 Scopus citations
  • A mixture of Manhattan frames: Beyond the Manhattan world

    Straub, J., Rosman, G., Freifeld, O., Leonard, J. J. & Fisher, J. W., 24 Sep 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 3770-3777 8 p. 6909877. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    59 Scopus citations
  • Model transport: Towards scalable transfer learning on manifolds

    Freifeld, O., Hauberg, S. & Black, M. J., 24 Sep 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 1378-1385 8 p. 6909575. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    16 Scopus citations
  • 2012

    A framework for relating neural activity to freely moving behavior

    Foster, J. D., Nuyujukian, P., Freifeld, O., Ryu, S. I., Black, M. J. & Shenoy, K. V., 14 Dec 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2736-2739 4 p. 6346530. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • A geometric take on metric learning

    Hauberg, S., Freifeld, O. & Black, M. J., 1 Dec 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 2024-2032 9 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    32 Scopus citations
  • From pictorial structures to deformable structures

    Zuffi, S., Freifeld, O. & Black, M. J., 1 Oct 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 3546-3553 8 p. 6248098. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    53 Scopus citations
  • Lie bodies: A manifold representation of 3D human shape

    Freifeld, O. & Black, M. J., 30 Oct 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 1 ed. p. 1-14 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7572 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    58 Scopus citations
  • 2011

    Combining wireless neural recording and video capture for the analysis of natural gait

    Foster, J. D., Freifeld, O., Nuyujukian, P., Ryu, S. I., Black, M. J. & Shenoy, K. V., 20 Jul 2011, 2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011. p. 613-616 4 p. 5910623. (2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    11 Scopus citations
  • 2010

    A 2D human body model dressed in eigen clothing

    Guan, P., Freifeld, O. & Black, M. J., 1 Jan 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 1 ed. Springer Verlag, p. 285-298 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 proceedingConference contributionpeer-review

    Open Access
    34 Scopus citations
  • Contour people: A parameterized model of 2D articulated human shape

    Freifeld, O., Weiss, A., Zuffi, S. & Black, M. J., 31 Aug 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 639-646 8 p. 5540154. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    41 Scopus citations
  • 2007

    Lesion detection in noisy MR brain images using constrained GMM and active contours

    Freifeld, O., Greenspan, H. & Goldberger, J., 27 Nov 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings. p. 596-599 4 p. 4193356. (2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    30 Scopus citations