Onysuke

Ryosuke Hyodo

at CyberAgent, Inc.

KERNEL member

Tokyo, Japan

👨‍💻 About me

My interest is about real-world applications with machine learning.
In particular, I have recently been working on the retail domain.
Learn more about our team here.

📚 Education

Apr.2015 ~ Mar.2019: Waseda university, Computer Science and Engineering

Apr.2019 ~ Mar.2021: Waseda university, Computer Science and Engineering, Master's course;
Perceptual Computing Lab advised by Prof. Tetsuji Ogawa.

🎓 Scholarship

Sep.2018 ~ Mar.2019: Engineering Scholarship Programme, National Instruments Japan

Apr.2019 ~ Mar.2021: WASEDA Alumni Scholarship (Graduate School), Waseda Alumni

🌏 Refereed conference papers

  1. Ryosuke Hyodo, Saki Yasuda, Yusuke Okimoto, Susumu Saito, Teppei Nakano, Makoto Akanabe, Tetsunori Kobayashi, Tetsuji Ogawa, ``Two-stage calving prediction system: Exploiting state-based information relevant to calving signs in Japanese black beef cows,'' Proc. The 9th European Conference on Precision Livestock Farming (ECPLF2019), pp.670-676, Aug. 2019.
  2. Ryosuke Hyodo, Teppei Nakano, Tetsuji Ogawa, ``Data-driven Feature Extraction for Calving Sign Detection in Japanese Black Beef Cattle Using Video Frames,'' Proc. Asian Conference on Precision Livestock Farming (ACPLF2020), pp.323-332, Oct. 2020.
  3. Ryosuke Hyodo, Teppei Nakano, Tetsuji Ogawa, ``Feature Representation Learning for Calving Detection of Cows Using Video Frames,'' Proc. 25th International Conference on Pattern Recognition (ICPR2020), pp.4131-4136, Jan. 2021.

🗻 Domestic conference

  1. 兵頭亮介,安田早希,斎藤奨,菅原一真,中野鐵兵,赤羽誠,小林哲則,小川哲司, ``画像情報による黒毛和牛種の状態識別に基づいた分娩予兆検知システム,'' 日本畜産学会 第125回大会, March 2019.
  2. 兵頭亮介,斎藤奨,中野鐵兵,赤羽誠,小林哲則,小川哲司, ``画像から得られる牛の身体情報に基づく分娩予兆検知,'' 2019年度人工知能学会全国大会, June 2019. [2019年度全国大会学生奨励賞]
  3. 兵頭亮介,斎藤奨,中野鐵兵,赤羽誠,春日良一,小川哲司, ``黒毛和種雌牛の映像監視における解釈可能な分娩予兆通知システム,'' 日本畜産学会 第128回大会, March 2021 (to appear).

🗻 Domestic workshop

  1. 兵頭亮介,安田早希,斎藤奨,沖本裕典,中野鐵兵,赤羽誠,小林哲則,小川哲司, ``画像からの牛の状態識別に基づく分娩予兆検知,'' 電子情報通信学会技術研究報告 (PRMU), PRMU2018-90, pp.79-84, Dec. 2018.
  2. 兵頭亮介,菅原一真,中野鐵兵,赤羽誠,小林哲則,小川哲司, ``動画像から得られる牛の身体情報に基づく分娩予兆検知システム,'' 電子情報通信学会技術研究報告(PRMU), PRMU2019-1, pp.1-6, May 2019.
  3. 兵頭亮介,中野鐵兵,小川哲司, ``ユーザの意思決定過程に関するドメイン知識を組み込んだ解釈可能な映像監視モデリング,'' 第23回情報論的学習理論ワークショップ (IBIS2020), Nov. 2020. [優秀発表賞ファイナリスト]

💬 Invited talk

  1. 小川哲司,兵頭亮介,斎藤奨,中野鐵兵, ``意思決定支援のための説明可能な状態監視システムの構築・運用法(家畜の映像監視を例に), '' 電子情報通信学会総合大会,企画セッション:AIは本当にPoCを超えられるのか?-実用化を阻む大きな壁-, p.SSS-15, March 2021. [依頼講演]

💼 Internships

July 2018 ~ Oct.2018: GLOBIS Corporation, Data Scientist

Oct.2018 ~ Oct.2019: MAZIN, Data Scientist / Researcher

Aug.2019: Preferred Networks, Researcher

Feb.2021 ~ Mar.2021: CyberAgent, ML Engineer / Data Scientist