Iwasawa Yusuke 岩澤有祐

Researcher Number	70808336
Affiliation (Current)	2025: 東京大学, 大学院工学系研究科(工学部), 准教授
Affiliation (based on the past Project Information) *help	2021 – 2023: 東京大学, 大学院工学系研究科(工学部), 講師 2018 – 2021: 東京大学, 大学院工学系研究科(工学部), 特任助教 2020: 東京大学, 大学院工学系研究科(工学部), 特任講師
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related Except Principal Investigator Medium-sized Section 62:Applied informatics and related fields / Basic Section 90010:Design-related
Keywords	Principal Investigator フェアネス / プライバシー / 敵対的訓練 / 深層学習 / 不変表現学習 / 不変性 / ドメイン汎化 / プライバシー保護 / 敵対的学習 / Adversarial Training … More / Transfer / Privacy / Firaness / Deep Learning … More Except Principal Investigator 機械学習 / Water / Soil / Microbiome / Metagenome / 環境再生 / 時空間モデル / 土壌 / 河川表層水 / 微生物叢ビッグデータ / メタゲノム解析 / マイクロバイオーム / バイオインフォマティクス / IoT / AI / 脳波計測 / コラボレーション Less

Research on the spatiotemporal modeling methods of soil and water metagenome data
- Principal Investigator
  
  矢入郁子
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 62:Applied informatics and related fields
- Research Institution
  Sophia University
Proposal of human-centered design for creative activity support by human collaboration and cooperation
- Principal Investigator
  
  Yairi Ikuko Eguchi
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90010:Design-related
- Research Institution
  Sophia University
A Study on Controllable Representation Learning using Adversarial TrainingPrincipal Investigator
- Principal Investigator
  
  Iwasawa Yusuke
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The University of Tokyo

All 2021 2020 2019

All Journal Article Presentation

[Journal Article] Visualizing Road Condition Information by Applying the AutoEncoder to Wheelchair Sensing Data for Road Barrier Assessment2021
- Author(s)
  Sato Goh、Watanabe Takumi、Takahashi Hiroki、Yano Yojiro、Iwasawa Yusuke、Yairi Ikuko Eguchi
- Journal Title
  
  Intelligent Systems and Computing, Springer, Cham.
  
  Volume: 1357 Pages: 13-24
- DOI
  10.1007/978-3-030-73113-7_2
- NAID
  130007856642
- ISBN
  9783030731120, 9783030731137
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04476
[Journal Article] Information-theoretic regularization for learning global features by sequential VAE2021
- Author(s)
  Akuzawa Kei、Iwasawa Yusuke、Matsuo Yutaka
- Journal Title
  
  Machine Learning
  
  Volume: 110 Issue: 8 Pages: 2239-2266
- DOI
  10.1007/s10994-021-06032-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20J11448, KAKENHI-PROJECT-18K18101
[Journal Article] Wheelchair Behavior Recognition for Visualizing Sidewalk Accessibility by Deep Neural Networks2021
- Author(s)
  Watanabe Takumi、Takahashi Hiroki、Sato Goh、Iwasawa Yusuke、Matsuo Yutaka、Yairi Ikuko Eguchi
- Journal Title
  
  Communications in Computer and Information Science
  
  Volume: 1370 Pages: 16-29
- DOI
  10.1007/978-981-16-0575-8_2
- ISBN
  9789811605741, 9789811605758
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04476
[Presentation] Test-time classifier adjustment module for model-agnostic domain generalization2021
- Author(s)
  Yusuke Iwasawa, Yutaka Matsuo
- Organizer
  Advances in Neural Information Processing Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective2021
- Author(s)
  Yusuke Iwasawa, Kei Akuzawa, Yutaka Matsuo
- Organizer
  IJCAI
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] Visualizing Road Condition Information by Applying the AutoEncoder to Wheelchair Sensing Data for Road Barrier Assessment2020
- Author(s)
  Goh Sato, Takumi Watanabe, Hiroki Takahashi, Yojiro Yano, Yusuke Iwasawa, Ikuko Eguchi Yairi
- Organizer
  Proceedings of the Annual Conference of JSAI, 2020, Volume JSAI2020, 34rd Annual Conference, 2020, Pages 1G3-ES-5-02
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04476
[Presentation] 制御可能な表現学習2020
- Author(s)
  岩澤有祐
- Organizer
  第5回統計・機械学習若手シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective2020
- Author(s)
  Yusuke Iwasawa, Kei Akuzawa, Yutaka Matsuo
- Organizer
  International Joint Conference of Artificial Intelligence (IJCAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] CNNとRNNの統合モデルによる車いす加速度データを用いた路面状態の評価2020
- Author(s)
  門田流聖，渡邉拓実，佐藤剛，岩澤有祐，矢入郁子
- Organizer
  第19回情報科学技術フォーラム，F-011，FIT2020, 2020
- Data Source
  KAKENHI-PROJECT-20H04476
[Presentation] ペアワイズニューラルネット距離による不変表現学習2019
- Author(s)
  岩澤有祐, 阿久澤圭, 松尾豊
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] 分類性能による制約を考慮した敵対的不変表現学習によるドメイン汎化2019
- Author(s)
  阿久澤圭, 岩澤有祐, 松尾豊
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] Adversarial Feature Learning under Accuracy Constraint for Domain Generalization2019
- Author(s)
  Kei Akuzawa, Yusuke Iwasawa, Yutaka Matsuo
- Organizer
  International Conference of Learning Representations (Workshop)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] Invariant Feature Learning by Attribute Perception Matching2019
- Author(s)
  Yusuke Iwasawa, Kei Akuzawa, Yutaka Matsuo
- Organizer
  International Conference of Learning Representations (Workshop)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization2019
- Author(s)
  Kei Akuzawa, Yusuke Iwasawa, and Yutaka Matsuo
- Organizer
  ECMLPKDD
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18101
[Presentation] 大域的な潜在変数を持つ系列変分自己符号化器による状態遷移モデルのメタ学習2019
- Author(s)
  阿久澤圭, 岩澤有祐, 松尾豊,
- Organizer
  情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-18K18101

1. Yairi Ikuko Eguchi (10358880)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
2. 平田均 (20266076)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. 横田悠右 (10710593)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 森武俊 (20272586)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 塩瀬隆之 (90332759)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Iwasawa Yusuke 岩澤 有祐

Research Projects

Research Products

Co-Researchers

Research on the spatiotemporal modeling methods of soil and water metagenome data

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Proposal of human-centered design for creative activity support by human collaboration and cooperation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A Study on Controllable Representation Learning using Adversarial TrainingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Visualizing Road Condition Information by Applying the AutoEncoder to Wheelchair Sensing Data for Road Barrier Assessment2021

Author(s)

Journal Title

DOI

NAID

ISBN

Data Source

[Journal Article] Information-theoretic regularization for learning global features by sequential VAE2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Wheelchair Behavior Recognition for Visualizing Sidewalk Accessibility by Deep Neural Networks2021

Author(s)

Journal Title

DOI

ISBN

Data Source

[Presentation] Test-time classifier adjustment module for model-agnostic domain generalization2021

Author(s)

Organizer

Data Source

[Presentation] Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective2021

Author(s)

Organizer

Data Source

[Presentation] Visualizing Road Condition Information by Applying the AutoEncoder to Wheelchair Sensing Data for Road Barrier Assessment2020

Author(s)

Organizer

Data Source

[Presentation] 制御可能な表現学習2020

Author(s)

Organizer

Data Source

[Presentation] Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective2020

Author(s)

Organizer

Data Source

[Presentation] CNNとRNNの統合モデルによる車いす加速度データを用いた路面状態の評価2020

Author(s)

Organizer

Data Source

[Presentation] ペアワイズニューラルネット距離による不変表現学習2019

Author(s)

Organizer

Data Source

[Presentation] 分類性能による制約を考慮した敵対的不変表現学習によるドメイン汎化2019

Author(s)

Organizer

Data Source

[Presentation] Adversarial Feature Learning under Accuracy Constraint for Domain Generalization2019

Author(s)

Organizer

Data Source

[Presentation] Invariant Feature Learning by Attribute Perception Matching2019

Author(s)

Organizer

Data Source

Iwasawa Yusuke 岩澤有祐