• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
20082021

Research activity per year

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  • 2020

    Monocular 3D object detection for an indoor robot environment

    Kim, J., Lee, G. J., Kim, J. S., Kim, H. J. & Kim, K. G., 2020 Aug, 29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020. Institute of Electrical and Electronics Engineers Inc., p. 438-445 8 p. 9223480. (29th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods

    Kim, B., Chudomelka, B., Park, J., Kang, J., Hong, Y. & Kim, H. J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 416-432 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12354 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection

    Kim, B., Choi, T., Kang, J. & Kim, H. J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-514 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12360 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • 2019

    Mixed effects neural networks (menets) with applications to gaze estimation

    Xiong, Y., Kim, H. J. & Singh, V., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 7735-7744 10 p. 8954429. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    23 Citations (Scopus)
  • On Training Deep 3D CNN Models with Dependent Samples in Neuroimaging

    Xiong, Y., Kim, H. W., Tangirala, B., Mehta, R., Johnson, S. C. & Singh, V., 2019 Jan 1, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 99-111 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2018

    Efficient relative attribute learning using graph neural networks

    Meng, Z., Adluru, N., Kim, H. J., Fung, G. & Singh, V., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 575-590 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 proceedingConference contribution

    4 Citations (Scopus)
  • Tensorize, Factorize and Regularize: Robust Visual Relationship Learning

    Hwang, S. J., Kim, H. W., Ravi, S. N., Collins, M. D., Tao, Z. & Singh, V., 2018 Dec 14, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 1014-1023 10 p. 8578210. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    33 Citations (Scopus)
  • 2017

    Cover song identification with metric learning using distance as a feature

    Heo, H., Kim, H. J., Kim, W. S. & Lee, K., 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Cunningham, S. J., Duan, Z., Hu, X. & Turnbull, D. (eds.). International Society for Music Information Retrieval, p. 628-634 7 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • Riemannian nonlinear mixed effects models: Analyzing longitudinal deformations in neuroimaging

    Kim, H. J., Adluru, N., Suri, H., Vemuri, B. C., Johnson, S. C. & Singh, V., 2017 Nov 6, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5777-5786 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Citations (Scopus)
  • Riemannian Variance Filtering: An Independent Filtering Scheme for Statistical Tests on Manifold-Valued Data

    Zheng, L., Kim, H. J., Adluru, N., Newton, M. A. & Singh, V., 2017 Aug 22, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, p. 699-708 10 p. 8014833. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2017-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • 2016

    Abundant inverse regression using sufficient reduction and its applications

    Kim, H. J., Smith, B. M., Adluru, N., Dyer, C. R., Johnson, S. C. & Singh, V., 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Leibe, B., Matas, J., Sebe, N. & Welling, M. (eds.). Springer Verlag, p. 570-584 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9907 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP)

    Kim, W. H., Kim, H. J., Adluru, N. & Singh, V., 2016 Dec 9, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 2443-2451 9 p. 7780637. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • 2015

    Interpolation on the manifold of K component GMMs

    Kim, H. J., Adluru, N., Banerjee, M., Vemuri, B. C. & Singh, V., 2015 Feb 17, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 2884-2892 9 p. 7410687. (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 contribution

    3 Citations (Scopus)
  • Manifold-valued Dirichlet processes

    Kim, H. J., Xu, J., Vemuri, B. C. & Singh, V., 2015, 32nd International Conference on Machine Learning, ICML 2015. Blei, D. & Bach, F. (eds.). International Machine Learning Society (IMLS), p. 1199-1208 10 p. (32nd International Conference on Machine Learning, ICML 2015; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Citations (Scopus)
  • Predicting unseen labels using label hierarchies in large-scale multi-label learning

    Nam, J., Mencía, E. L., Kim, H. W. & Fürnkranz, J., 2015 Jan 1, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Proceedings. Appice, A., Gama, J., Costa, V. S., Gama, J., Jorge, A., Appice, A., Appice, A., Costa, V. S., Jorge, A., Appice, A., Rodrigues, P. P., Rodrigues, P. P., Gama, J., Costa, V. S., Soares, S., Rodrigues, P. P., Soares, S., Soares, S., Gama, J., Soares, S., Jorge, A., Jorge, A., Rodrigues, P. P. & Costa, V. S. (eds.). Springer Verlag, p. 102-118 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9284).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Citations (Scopus)
  • 2014

    Canonical correlation analysis on Riemannian manifolds and its applications

    Kim, H. J., Adluru, N., Bendlin, B. B., Johnson, S. C., Vemuri, B. C. & Singh, V., 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 2 ed. Springer Verlag, p. 251-267 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8690 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Citations (Scopus)
  • Multivariate general linear models (MGLM) on Riemannian manifolds with applications to statistical analysis of diffusion weighted images

    Kim, H. J., Bendlin, B. B., Adluru, N., Collins, M. D., Chung, M. K., Johnson, S. C., Davidson, R. J. & Singh, V., 2014 Sep 24, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 2705-2712 8 p. 6909742. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    29 Citations (Scopus)
  • 2009

    Evolutionary hypernetworks for learning to generate music from examples

    Kim, H. W., Kim, B. H. & Zhang, B. T., 2009, 2009 IEEE International Conference on Fuzzy Systems - Proceedings. p. 47-52 6 p. 5277047. (IEEE International Conference on Fuzzy Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • FolksoViz: A semantic relation-based folksonomy visualization using the Wikipedia corpus

    Lee, K., Kim, H., Shin, H. & Kim, H. J., 2009, 10th ACIS Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2009, In conjunction with IWEA 2009 and WEACR 2009. p. 24-29 6 p. 5286698. (10th ACIS Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2009, In conjunction with IWEA 2009 and WEACR 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • Tag sense disambiguation for clarifying the vocabulary of social tags

    Lee, K., Kim, H., Shin, H. & Kim, H. J., 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009. p. 729-734 6 p. 5283425. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    12 Citations (Scopus)
  • Tag suggestion method based on association pattern and bigram approach

    Kim, H., Lee, K., Shin, H. & Kim, H. J., 2009, 10th ACIS Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2009, In conjunction with IWEA 2009 and WEACR 2009. p. 63-68 6 p. 5286693. (10th ACIS Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2009, In conjunction with IWEA 2009 and WEACR 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • 2008

    FolksoViz: A subsumption-based folksonomy visualization using wikipedia texts

    Kangpyo, L., Hyunwoo, K., Chungsu, J. & Kim, H. J., 2008, Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08. p. 1093-1094 2 p. (Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    15 Citations (Scopus)