Rchr
J-GLOBAL ID：201801008051611119   Update date: Nov. 15, 2024

Togo Ren

トウゴ レン | Togo Ren
Affiliation and department：
Hokkaido University

About Hokkaido University


Homepage URL  (1)： https://www-lmd.ist.hokudai.ac.jp/ren-togo/
Research field  (2)： Perceptual information processing ,  Intelligent informatics
Research keywords  (13)： computer vision ,  Retrieval ,  Signal processing ,  Image processing ,  Pylori ,  Gastric cancer ,  MRI ,  Medical image ,  PET ,  X-ray ,  Machine learning ,  GAN ,  Deep learning
Research theme for competitive and other funds  (6)：
  • 2024 - 2028 生成AIとの融合により潜在的嗜好を把握可能とするユーザ中心推薦技術の構築
  • 2023 - 2028 Construction of ultra-low-volume anonymous learning technology and universal learning technology to improve the versatility of medical AI
  • 2021 - 2026 General-purpose deep learning theory for ultra-low computational complexity and low capacity in the age of edge AI
  • 2021 - 2026 General-purpose deep learning theory for ultra-low computational complexity and low capacity in the age of edge AI
  • 2020 - 2024 医用画像を対象とした機械学習に基づく逐次的データクレンジング技術の構築
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Papers (174)：
  • Yuya Moroto, Keisuke Maeda, Ren Togo, Takahiro Ogawa 0001, Miki Haseyama. Multimodal Transformer Model Using Time-Series Data to Classify Winter Road Surface Conditions. Sensors. 2024. 24. 11. 3440-3440
  • Guang Li, Ren Togo, Keisuke Maeda, Akinori Sako, Isao Yamauchi, Tetsuya Hayakawa, Shigeyuki Nakamae, Takahiro Ogawa, Miki Haseyama. Algal Bed Region Segmentation Based on a ViT Adapter Using Aerial Images for Estimating CO2 Absorption Capacity. Remote Sensing. 2024. 16. 10. 1742-1742
  • Taro Togo, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama. Analysis of Continual Learning Techniques for Image Generative Models with Learned Class Information Management. Sensors. 2024. 24. 10. 3087-3087
  • Yuhu Feng, Jiahuan Zhang, Guang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama. A Novel Frame-Selection Metric for Video Inpainting to Enhance Urban Feature Extraction. Sensors. 2024. 24. 10. 3035-3035
  • Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa 0001, Miki Haseyama. Parameter-efficient tuning of cross-modal retrieval for a specific database via trainable textual and visual prompts. Int. J. Multim. Inf. Retr. 2024. 13. 1. 14-14
ｍore...
MISC (101)：
  • Yaozong Gan, Guang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama. Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition. CoRR. 2024. abs/2407.05814
  • Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama. Zero-shot Composed Image Retrieval Considering Query-target Relationship Leveraging Masked Image-text Pairs. CoRR. 2024. abs/2406.18836
  • Xiang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama. Reinforcing Pre-trained Models Using Counterfactual Images. CoRR. 2024. abs/2406.13316
  • Longzhen Li, Guang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama. Generative Dataset Distillation: Balancing Global Structure and Local Details. CoRR. 2024. abs/2404.17732
  • Taro Togo, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama. Enhancing Generative Class Incremental Learning Performance with Model Forgetting Approach. CoRR. 2024. abs/2403.18258
ｍore...
Patents (3)：
Lectures and oral presentations  (5)：
  • データサイエンス人財育成の新しいカタチ
    (NoMaps 2021 2021)
  • AIを中心とした医療デジタル技術基盤の構築へ向けた取り組み
    (第60回日本消化器がん検診学会総会 附置研究会3 2021)
  • ゴム材料開発のためのConditional StyleGANに基づく配合量からの電子顕微鏡画像の生成に関する一検討
    (映像情報メディア学会技術報告 2021)
  • 実店舗の防犯カメラ映像データを用いた顧客の関心推定に関する検討 ~ 姿勢推定モデルから得られる特徴量を用いた異常検知モデルの精度検証 ~
    (映像情報メディア学会技術報告 2021)
  • ユーザの嗜好を反映可能なインテリアコーディネート検索技術の構築 ~ コーディネートを表現可能な特徴の抽出と実データへの適用 ~
    (映像情報メディア学会技術報告 2021)
Professional career (1)：
  • 博士(情報科学)
Awards (33)：
  • 2024/08 - 構造工学委員会 AI・データサイエンス論文集編集小委員会 デジタルツイン・DX奨励賞
  • 2024/07 - IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW) The 2024 IEEE ICCE-TW Best Paper Award Discriminator-enhanced music generation based on multitrack music transformer
  • 2024 - The 2023 IEEE Sapporo Section Encouragement Award The 2023 IEEE Sapporo Section Encouragement Award Guang Li et al., ICASSP, 2022
  • 2023 - International Workshop on Advanced Image Technology Best Paper Award Best Paper Award
  • 2023 - The 2022 IEEE Sapporo Section Student Paper Contest Encouraging Prize
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Association Membership(s) (2)：
ACM ,  IEEE
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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