Department of Artificial Intelligence

  • 661 Citations
  • 9 h-index
  • 12 Article
  • 9 Conference contribution
  • 1 Editorial
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  • 2025

    Generalized Coverage for More Robust Low-Budget Active Learning

    Bae, W., Noh, J. & Sutherland, D. J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 318-334 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15141 LNCS).

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

  • 2023

    Robust Detection for Autonomous Elevator Boarding Using a Mobile Manipulator

    Shin, S., Lee, J. H., Noh, J. & Choi, S., 2023, Pattern Recognition - 7th Asian Conference, ACPR 2023, Proceedings. Lu, H., Blumenstein, M., Cho, S.-B., Liu, C.-L., Yagi, Y. & Kamiya, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 15-28 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14406 LNCS).

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

  • Towards Explainable Computer Vision Methods via Uncertainty Activation Map

    Shin, S., Bae, W., Noh, J. & Choi, S., 2023, Pattern Recognition - 7th Asian Conference, ACPR 2023, Proceedings. Lu, H., Blumenstein, M., Cho, S.-B., Liu, C.-L., Yagi, Y. & Kamiya, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-14 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14406 LNCS).

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

  • 2022

    Object Discovery via Contrastive Learning for Weakly Supervised Object Detection

    Seo, J., Bae, W., Sutherland, D. J., Noh, J. & Kim, D., 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. 312-329 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13691 LNCS).

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

    Open Access
    25 Scopus citations

  • One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model

    Bae, W., Noh, J., Asadabadi, M. J. & Sutherland, D. J., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 2805-2811 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
    1 Scopus citations
  • 2020

    Rethinking Class Activation Mapping for Weakly Supervised Object Localization

    Bae, W., Noh, J. & Kim, G., 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. 618-634 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 proceeding › Conference contribution › peer-review

    81 Scopus citations
  • 2019

    Better to follow, follow to be better: Towards precise supervision of feature super-resolution for small object detection

    Noh, J., Bae, W., Lee, W., Seo, J. & Kim, G., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 9724-9733 10 p. 9010998. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

    208 Scopus citations
  • 2018

    Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors

    Noh, J., Lee, S., Kim, B. & Kim, G., 14 Dec 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 966-974 9 p. 8578205. (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

    84 Scopus citations
  • 2013

    Estimating Multiple Evoked Emotions from Videos

    Choe, W., Chun, H. S., Noh, J., Lee, S. D. & Zhang, B. T., 2013, Cooperative Minds: Social Interaction and Group Dynamics - Proceedings of the 35th Annual Meeting of the Cognitive Science Society, CogSci 2013. Knauff, M., Sebanz, N., Pauen, M. & Wachsmuth, I. (eds.). The Cognitive Science Society, p. 2046-2051 6 p. (Cooperative Minds: Social Interaction and Group Dynamics - Proceedings of the 35th Annual Meeting of the Cognitive Science Society, CogSci 2013).

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

    3 Scopus citations