Takayuki Semitsu

Takayuki Semitsu

Computer Vision and Machine Learning Researcher

Publications

All publications

International conference

  1. Takayuki Semitsu, Mitsuki Nakamura, Shotaro Ishigami, Teng-Yok Lee, Toru Aoki, Yoshimi Isu, “Estimating Contribution of Training Datasets using Shapley Values in Data-scale for Visual Recognition”, Machine Vision Application 2021(MVA2021)(Oral)
  2. Takayuki Semitsu, Xiongxin Zhao and Wataru Matsumoto, “Heterogeneous Multi-task Learning on Non-overlapping Datasets for Facial Landmark Detection.”, International Conference on Neural Information Processing of the Asia-Pacific Neural Network Society ICONIP 2016
  3. Takayuki Semitsu, Daiki Kudo, Shun-ichi Sekiguchi, Hirofumi Nishikawa and Hironobu Abe, “Video Re-compression Using Inter-scene Correlation among Multiple Video Streams”, 2014 International Workshop on Advanced Image Technology IWAIT2014

Domestic conference

  1. 瀬光孝之、南本高志、毬山利貞, “複数オブジェクトのイベントの組み合わせによる行動記述方式”, 人工知能学会全国大会, 2018, 4Pin1-53
  2. 瀬光孝之、大澤淳真、原田亞矢子, “監視カメラの推奨設定値算出アルゴリズム”, 電子情報通信学会総合大会講演論文集 2016年_情報・システム(2), 61, 2016-03-01

Journal publications

  1. 瀬光孝之，吉村玄太, 毬山利貞m, 杉本和夫, “技術解説「機械学習モデルの解釈性に関する最新動向」”，電子情報通信学会，Vol.102 No.10 pp.973-977, 2019年10月．

Preprint

  1. Kei Ota, Devesh K. Jha, Diego Romeres, Jeroen van Baar, Kevin A. Smith, Takayuki Semitsu, Tomoaki Oiki, Alan Sullivan, Daniel Nikovski, Joshua B. Tenenbaum, “Towards Human-Level Learning of Complex Physical Puzzles,” arXiv, 2020. arxiv.

Seminar/Workshops

  1. オンラインセミナー “機械学習モデルへの解釈性付与手法と応用・今後の動向”, サイエンス&テクノロジー, 2020年8月