Education

Undergraduate student at Hosei University

Dept. of Applied Informatics Faculty of Science and Engineering • Apr, 2014 — Mar, 2018

Graduate School of Science and Engineering student at Hosei University

Dept. of Applied Informatics Faculty of Science and Engineering • Apr, 2018 —

Experience

Piascore, Inc.

Deep Learning Adviser • Jun, 2018 — Aug, 2018

Advising mainly deep learning technology

Faber Company Inc.

Internship • Mar 27 — Mar 29, 2018

Gunosy Inc.

Part-time job at Dept. of Data Analysis • Mar, 2017 — Present

VALUENEX Japan Inc.

Part-time job • Feb, 2016 — Present

Dealing with large patent data; preprocessing, crawling, scraping, etc.

Works Applications Co., Ltd.

Internship • Aug 2015

Planning and implementation of Enterprise Resources Planning (ERP) packages.

Skills

Language

Japanese (native), English (little bit)

Programming language

Python (cikit-learn, pandas, chainer, pytorch, keras, django), C/C++, HTML/CSS

Publications

  • [1] 北田俊輔, 彌冨仁, "Character-level Convolutional Neural Networks における Wildcard Training の基礎検討", NLP 若手の会 (YANS) 第 12 回シンポジウム, 2017. [Program]

  • [2] 北田俊輔, 彌冨仁, "CE-CLCNN: Character Encoder を用いた Character-level Convolutional Neural Networks によるテキスト分類", 言語処理学会第 24 回年次大会, 2018. [PDF]

  • [3] 北田俊輔, 関喜史, 彌冨仁, "広告クリエイティブ自動生成に向けた単語レベルでの評価手法の検討", NLP 若手の会 (YANS) 第 13 回シンポジウム, 2018. [PDF]

  • [4] Kitada, Shunsuke, and Hitoshi Iyatomi. "Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning." arXiv preprint arXiv:1809.02568 (2018). [arXiv]

  • [5] Kitada, Shunsuke, Ryunosuke Kotani, and Hitoshi Iyatomi. "End-to-End Text Classification via Image-based Embedding using Character-level Networks." arXiv preprint arXiv:1810.03595 (2018). [arXiv]

Recognition

Special award of FR FRONTIER: Classification of "color" of clothes in fashion images

opt DSL DeepAnalysis • Sep, 2017

Got student award using state of the art deep models.

1st prize of HackU Hosei 2018

Hack U 法政大学 2018 • Aug, 2018

Got first prize of creating ChashBox with Cpaw members.

Projects

GitHub Stars GitHub Last Commit

Maintainer • 2017 — Present

Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese.

GitHub Stars GitHub Last Commit

Maintainer • 2016

Scraper for TED Talks in Python. Get talk title, transcript, talk topics and so on.

Implementations

GitHub Stars GitHub Last Commit

Maintainer • 2017

Implementation of Center Loss in Chainer

GitHub Stars GitHub Last Commit

Maintainer • 2018

Implementation of IMSAT in Chainer

GitHub Stars GitHub Last Commit

Maintainer • 2018

Implementation of InceptionResNetV2 in Chainer

GitHub Stars GitHub Last Commit

Maintainer • 2018

Implementation of PyramidNet in Chainer

GitHub Stars GitHub Last Commit

Maintainer • 2018

Implementation of Xception in Chainer

GitHub Stars GitHub Last Commit

Maintainer • 2018

Implementation of Mean teachers are better role models in Chainer

Associations

CPAW: Caramel Programing Affect the World

Member • 2017 — Present

Hosei University Faculty of Engineering Soft tennis club

Member & Website maintainer • 2016 — 2018

MaruLabo

Member • 2016 — Present

Outside Interests

  • Deep Learning
  • Natural Language Processing
  • Image processing
  • Soft Tennis
  • Read state of the art papers