Paper list


International journal

  1. Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida
    Deep Attentive Time Warping
    Pattern Recognition, vol.136, April 2023
    doi: 10.1016/j.patcog.2022.109201
    [S.Matsuo+, PR2023] (Publishersite) (code)

International conference

    Peer Reviwed Papers
    1. Shunsuke Kubo, Shinnosuke Matsuo, Daiki Suehiro, Kazuhiro Terada, Hiroaki Ito, Akihiko Yoshizawa, Ryoma Bise
      Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags
      European Conference on Artificial Intelligence (ECAI2024, Santiago de Compostela, Spain)
      (Acceptance rate=23%) [S.Kubo+, ECAI2024] (code)
    2. Ryo Ishiyama, Takahiro Shirakawa, Seiichi Uchida, Shinnosuke Matsuo
      Test-Time Augmentation for Traveling Salesperson Problem
      International Conference on Artificial Neural Networks (ICANN2024, Lugano, Switzerland)
      [R.Ishiyama+, ICANN2024]
    3. Shinnosuke Matsuo, Daiki Suehiro, Seiichi Uchida, Hiroaki Ito, Kazuhiro Terada, Akihiko Yoshizawa, Ryoma Bise
      Learning from Partial Label Proportions for Whole Slide Image Segmentation
      International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2024, Marrakesh, Morocco)
      (Top conference in medial image analysis, Early acceptance=11%) [S.Matsuo+, MICCAI2024] (code)
    4. Kaito Shiku, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise
      Counting Network for Learning from Majority Label
      Proceedings of the 48th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024, Seoul, Korea)
      (Top conference in signal processing, Poster presentation) [K.Shiku+, ICASSP2024] (code)
    5. Takanori Asanomi, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise
      MixBag: Bag-Level Data Augmentation for Learning from Label Proportions
      International Conference on Computer Vision (ICCV 2023, Paris, France, October 2023)
      (Top Conference in Computer Vision, Poster presentation) [T.Asanomi+, ICCV2023] (code)
    6. Shinnosuke Matsuo, Ryoma Bise, Seiichi Uchida, Daiki Suehiro
      Learning from Label Proportion with Online Pseudo-Label Decision by Regret Minimization
      Proceedings of the 47th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023, Rhodes Island, Greece)
      (Top Conference in Signal Processing, Poster presentation) [S.Matsuo+, ICASSP2023](code)
    7. Daisuke Oba, Shinnosuke Matsuo, Brian Kenji Iwana
      Dynamic Data Augmentation with Gating Networks for Time Series Recognition
      Proceedings of the 26th International Conference on Pattern Recognition (ICPR2022, Quebec, Canada, August 2022)
      (Poster presentation)[D.Oba+, ICPR2022](code)
    8. Shinnosuke Matsuo, Xiaomeng Wu, Gantugs Atarsaikhan, Akisato Kimura, Kunio Kashino, Brian Kenji Iwana, Seiichi Uchida
      Attention to Warp: Deep Metric Learning for Multivariate Time Series
      Proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR2021, Lausanne, Switzerland)
      LNCS, vol.12823, pp.350-396, 9th Sept. 2021. DOI: 10.1007/978-3-030-86334-0_23
      (Top Conference in Document Image Analysis, Poster presentation) [S.Matsuo+, ICDAR2021](code)
    9. Shinnosuke Matsuo, Seiichi Uchida, Brian Kenji Iwana
      Self-Augmented Multi-Modal Feature Embedding
      Proceedings of the 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021, Ontario, Canada)
      pp.3995-3999, June 11th, 2021. DOI: 10.1109/ICASSP39728.2021.9413974
      (Top Conference in Signal Processing, Poster Presentation) [S.Matsuo+, ICASSP2021]
    10. Kaede Kumamoto, Shinnosuke Matsuo, Yoshimitsu Kuroki
      A Convolutional Dictionary Learning based l1 Norm Error with Smoothed l0 Norm Regression
      2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS2019, Taipri, Taiwan)
      December 3-6th, 2019. DOI: 10.1109/ISPACS48206.2019.8986267
      (Oral Presentation) [K.Kumamoto+, ISPACS2019]

arXiv

  1. Yuya Saito, Shinnosuke Matsuo, Seiichi Uchida, Daiki Suehiro
    Boosting for Bounding the Worst-class Error (PDF)
    arXiv:2310.14890, Oct 2023