Togo Ren 藤後廉

Researcher Number	60840395
Other IDs
Affiliation (Current)	2025: 北海道大学, 情報科学研究院, 准教授 2025: 北海道大学, 数理・データサイエンス教育研究センター, 特任助教
Affiliation (based on the past Project Information) *help	2021 – 2024: 北海道大学, 情報科学研究院, 特任助教 2020: 北海道大学, 数理・データサイエンス教育研究センター, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 61010:Perceptual information processing-related / Basic Section 61030:Intelligent informatics-related Except Principal Investigator Basic Section 61010:Perceptual information processing-related / Sections That Are Subject to Joint Review: Basic Section60080:Database-related , Basic Section62020:Web informatics and service informatics-related / Basic Section 62020:Web informatics and service informatics-related / Basic Section 60080:Database-related
Keywords	Principal Investigator 人工知能 / 機械学習 / 深層学習 / 医用画像解析 / 少量データ学習 / データ蒸留 / 食道X線 / 胃X線 / データクレンジング / DAGMM … More / 異常検知 / データセット / AI / 医用画像 … More Except Principal Investigator 人工知能 / 深層学習 / バイナリスパース表現 / 低演算量 / 低演算 / 機械学習 / スパース表現 / 少量データ学習 / クロスモーダル知識転移 / モデルクローニング / エッジAI / IoT / 推薦 / 強化学習 / 生成AI Less

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
- Principal Investigator
  
  長谷山美紀
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60080:Database-related
  Basic Section 62020:Web informatics and service informatics-related
  Sections That Are Subject to Joint Review: Basic Section60080:Database-related , Basic Section62020:Web informatics and service informatics-related
- Research Institution
  Hokkaido University
Construction of ultra-low-volume anonymous learning technology and universal learning technology to improve the versatility of medical AIPrincipal Investigator
- Principal Investigator
  
  藤後廉
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Hokkaido University
General-purpose deep learning theory for ultra-low computational complexity and low capacity in the age of edge AI
- Principal Investigator
  
  小川貴弘
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Hokkaido University
Development of a Sequential Data Cleansing Technique Based on Machine Learning for Medical ImagingPrincipal Investigator
- Principal Investigator
  
  Togo Ren
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Hokkaido University

All 2024 2023 2022 2021 2020

All Journal Article Presentation Patent

[Journal Article] Flexibly manipulating popularity bias for tackling trade-offs in recommendation2024
- Author(s)
  Okamura Hiroki、Maeda Keisuke、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Information Processing and Management
  
  Volume: 61 Issue: 2 Pages: 103606-103606
- DOI
  10.1016/j.ipm.2023.103606
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Parameter-efficient tuning of cross-modal retrieval for a specific database via trainable textual and visual prompts2024
- Author(s)
  Zhang Huaying、Yanagi Rintaro、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  International Journal of Multimedia Information Retrieval
  
  Volume: 13 Issue: 1 Pages: 1-14
- DOI
  10.1007/s13735-024-00322-y
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-22KJ0010, KAKENHI-PROJECT-23K21676
[Journal Article] Dataset Distillation Using Parameter Pruning2024
- Author(s)
  LI Guang、TOGO Ren、OGAWA Takahiro、HASEYAMA Miki
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E107.A Issue: 6 Pages: 936-940
- DOI
  10.1587/transfun.2023EAL2053
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2024-06-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K21676
[Journal Article] Text-Guided Image Editing Based on Post Score for Gaining Attention on Social Media2024
- Author(s)
  Watanabe Yuto、Togo Ren、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 24 Issue: 3 Pages: 921-921
- DOI
  10.3390/s24030921
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Recallable Question Answering-Based Re-Ranking Considering Semantic Region for Cross-Modal Retrieval2023
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Journal Title
  
  IEEE Open Journal of Signal Processing
  
  Volume: 4 Pages: 1-11
- DOI
  10.1109/ojsp.2023.3238280
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ0010, KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Boosting automatic COVID-19 detection performance with self-supervised learning and batch knowledge ensembling2023
- Author(s)
  Li Guang、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Computers in Biology and Medicine
  
  Volume: 158 Pages: 106877-106877
- DOI
  10.1016/j.compbiomed.2023.106877
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K21676
[Journal Article] Developing technologies for the practical application of deep learning-based distress segmentation in subway tunnel images2023
- Author(s)
  Zongyao LI, Keisuke MAEDA, Ren TOGO, Takahiro OGAWA, Miki HASEYAMA
- Journal Title
  
  AI・データサイエンス論文集
  
  Volume: 4 Pages: 1-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K21676
[Journal Article] Acquisition of feature representation of record data via graph neural network to support determination of deterioration levels2023
- Author(s)
  山本一輝、前田圭介、藤後廉、小川貴弘、長谷山美紀
- Journal Title
  
  Artificial Intelligence and Data Science
  
  Volume: 4 Issue: 3 Pages: 694-704
- DOI
  10.11532/jsceiii.4.3_694
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Cross-Modal Image Retrieval Considering Semantic Relationships With Many-to-Many Correspondence Loss2023
- Author(s)
  Zhang Huaying、Yanagi Rintaro、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 10675-10686
- DOI
  10.1109/access.2023.3239858
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676, KAKENHI-PROJECT-22KJ0010
[Journal Article] Diversity Learning Based on Multi-Latent Space for Medical Image Visual Question Generation2023
- Author(s)
  Zhu He、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 3 Pages: 1057-1057
- DOI
  10.3390/s23031057
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Distress detection using egocentric videos for increasing discovery rate of novel distress during subway tunnel inspection2023
- Author(s)
  櫻井慶悟、前田圭介、藤後廉、小川貴弘、長谷山美紀
- Journal Title
  
  Artificial Intelligence and Data Science
  
  Volume: 4 Issue: 3 Pages: 393-401
- DOI
  10.11532/jsceiii.4.3_393
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23KJ0044, KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Multimodal Natural Language Explanation Generation for Visual Question Answering Based on Multiple Reference Data2023
- Author(s)
  Zhu He、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Electronics
  
  Volume: 12 Issue: 10 Pages: 2183-2183
- DOI
  10.3390/electronics12102183
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K21676
[Journal Article] Self-supervised learning for gastritis detection with gastric X-ray images2023
- Author(s)
  Li Guang、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: - Issue: 10 Pages: 1841-1848
- DOI
  10.1007/s11548-023-02891-5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K21676
[Journal Article] Material Compound-Property Retrieval Using Electron Microscope Images for Rubber Material Development2023
- Author(s)
  Yanagi Rintaro、Togo Ren、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 88258-88264
- DOI
  10.1109/access.2023.3304341
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K21676
[Journal Article] Zero-Shot Traffic Sign Recognition Based on Midlevel Feature Matching2023
- Author(s)
  Gan Yaozong、Li Guang、Togo Ren、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 23 Pages: 9607-9607
- DOI
  10.3390/s23239607
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Source-Data-Free Cross-Domain Knowledge Transfer for Semantic Segmentation2023
- Author(s)
  Li Zongyao、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Open Journal of Signal Processing
  
  Volume: - Pages: 1-10
- DOI
  10.1109/ojsp.2023.3340616
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-22KJ0007, KAKENHI-PROJECT-23K21676
[Journal Article] Self-supervised learning for gastritis detection with gastric X-ray images2023
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: ー Pages: 1-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K21676
[Journal Article] Classification of Winter Road Surface Condition Based on Multi-modal Transformer Using Sequential Data2023
- Author(s)
  諸戸祐哉、前田圭介、藤後廉、小川貴弘、長谷山美紀
- Journal Title
  
  Artificial Intelligence and Data Science
  
  Volume: 4 Issue: 3 Pages: 402-413
- DOI
  10.11532/jsceiii.4.3_402
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-22KJ0006, KAKENHI-PROJECT-23K21676
[Journal Article] Off-Screen Sound Separation Based on Audio-visual Pre-training Using Binaural Audio2023
- Author(s)
  Yoshida Masaki、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 9 Pages: 4540-4540
- DOI
  10.3390/s23094540
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K21676
[Journal Article] TolerantGAN: Text-guided Image Manipulation Tolerant to Real-world Image2023
- Author(s)
  Watanabe Yuto、Togo Ren、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Open Journal of Signal Processing
  
  Volume: 5 Pages: 1-10
- DOI
  10.1109/ojsp.2023.3343335
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Manipulation Direction: Evaluating Text-Guided Image Manipulation Based on Similarity between Changes in Image and Text Modalities2023
- Author(s)
  Watanabe Yuto、Togo Ren、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 23 Issue: 22 Pages: 9287-9287
- DOI
  10.3390/s23229287
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K11211, KAKENHI-PROJECT-23K21676
[Journal Article] Text-Guided Image Manipulation via Generative Adversarial Network With Referring Image Segmentation-Based Guidance2023
- Author(s)
  Watanabe Yuto、Togo Ren、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 42534-42545
- DOI
  10.1109/access.2023.3269847
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K11141, KAKENHI-PROJECT-23K21676
[Journal Article] [Paper] Deep Reinforcement Learning-based Music Recommendation with Knowledge Graph Using Acoustic Features2022
- Author(s)
  Sakurai Keigo、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  ITE Transactions on Media Technology and Applications
  
  Volume: 10 Issue: 1 Pages: 8-17
- DOI
  10.3169/mta.10.8
- NAID
  130008139394
- ISSN
  2186-7364
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01744, KAKENHI-PROJECT-23K21676
[Journal Article] Compressed gastric image generation based on soft-label dataset distillation for medical data sharing2022
- Author(s)
  Li Guang、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Computer Methods and Programs in Biomedicine
  
  Volume: 227 Pages: 107189-107189
- DOI
  10.1016/j.cmpb.2022.107189
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Distress Detection in Subway Tunnel Images via Data Augmentation Based on Selective Image Cropping and Patching2022
- Author(s)
  Maeda Keisuke、Takada Saya、Haruyama Tomoki、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 22 Pages: 8932-8932
- DOI
  10.3390/s22228932
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Trial Analysis of the Relationship between Taste and Biological Information Obtained While Eating Strawberries for Sensory Evaluation2022
- Author(s)
  Maeda Keisuke、Togo Ren、Ogawa Takahiro、Adachi Shin-ichi、Yoshizawa Fumiaki、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 23 Pages: 9496-9496
- DOI
  10.3390/s22239496
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Controllable Music Playlist Generation Based on Knowledge Graph and Reinforcement Learning2022
- Author(s)
  Sakurai Keigo、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 10 Pages: 3722-3722
- DOI
  10.3390/s22103722
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] WINTER ROAD SURFACE CONDITION CLASSIFICATION USING DEEP LEARNING WITH FOCAL LOSS BASED ON TEXT AND IMAGE INFORMATION2022
- Author(s)
  諸戸祐哉, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 3 Issue: J2 Pages: 293-306
- DOI
  10.11532/jsceiii.3.J2_293
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ0006, KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-23K21676
[Journal Article] Learning intra-domain style-invariant representation for unsupervised domain adaptation of semantic segmentation2022
- Author(s)
  Li Zongyao、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Pattern Recognition
  
  Volume: 132 Pages: 108911-108911
- DOI
  10.1016/j.patcog.2022.108911
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22KJ0007, KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] CLASSIFICATION OF INSPECTION ACTION OF ENGINEERS FOR EFFICIENT VIDEO PRESENTATION TO ASSIST ASSESSMENT OF INFRASTRUCTURE FACILITY DISTRESS2022
- Author(s)
  上川恭平、前田圭介、藤後廉、小川貴弘、長谷山美紀
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 3 Issue: J2 Pages: 811-818
- DOI
  10.11532/jsceiii.3.J2_811
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-23K21676
[Journal Article] COVID-19 detection based on self-supervised transfer learning using chest X-ray images2022
- Author(s)
  Li Guang、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: 18 Issue: 4 Pages: 715-722
- DOI
  10.1007/s11548-022-02813-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Dataset complexity assessment based on cumulative maximum scaled area under Laplacian spectrum2022
- Author(s)
  Li Guang、Togo Ren、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Multimedia Tools and Applications
  
  Volume: 81 Issue: 22 Pages: 32287-32303
- DOI
  10.1007/s11042-022-13027-3
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K21676
[Journal Article] Similar interior coordination image retrieval with multi-view features2022
- Author(s)
  Togo Ren、Honma Yuki、Abe Maiku、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  International Journal of Multimedia Information Retrieval
  
  Volume: 11 Issue: 4 Pages: 731-740
- DOI
  10.1007/s13735-022-00247-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857, KAKENHI-PROJECT-23K21676
[Journal Article] Time-Lag Aware Latent Variable Model for Prediction of Important Scenes Using Baseball Videos and Tweets2022
- Author(s)
  Hirasawa Kaito、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 7 Pages: 2465-2465
- DOI
  10.3390/s22072465
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01744, KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-23K21676
[Journal Article] DISTRESS DETECTION BASED ON VISION TRANSFORMER USING EGOCENTRIC VIDEOS WHILE INSPECTING IN SUBWEY TUNNELS2022
- Author(s)
  櫻井慶悟、前田圭介、藤後廉、小川貴弘、長谷山美紀
- Journal Title
  
  Intelligence, Informatics and Infrastructure
  
  Volume: 3 Issue: J2 Pages: 470-478
- DOI
  10.11532/jsceiii.3.J2_470
- ISSN
  2435-9262
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-23K21676
[Journal Article] Detection of Important Scenes in Baseball Videos via Bidirectional Time Lag Aware Deep Multiset Canonical Correlation Analysis2021
- Author(s)
  Hirasawa Kaito、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 84971-84981
- DOI
  10.1109/access.2021.3088284
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01744, KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-23K21676
[Journal Article] Feature Integration Through Semi-Supervised Multimodal Gaussian Process Latent Variable Model With Pseudo-Labels for Interest Level Estimation2021
- Author(s)
  Kamikawa Kyohei、Maeda Keisuke、Ogawa Takahiro、Haseyama Miki
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 163843-163850
- DOI
  10.1109/access.2021.3131979
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01744, KAKENHI-PROJECT-20K19856, KAKENHI-PROJECT-23K21676
[Journal Article] Domain Adaptive Cross-Modal Image Retrieval via Modality and Domain Translations2021
- Author(s)
  YANAGI Rintaro、TOGO Ren、OGAWA Takahiro、HASEYAMA Miki
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E104.A Issue: 6 Pages: 866-875
- DOI
  10.1587/transfun.2020IMP0011
- NAID
  130008046413
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2021-06-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01744, KAKENHI-PROJECT-22KJ0010, KAKENHI-PROJECT-23K21676
[Journal Article] Preliminary study of ai-assisted diagnosis using FDG-PET/CT for axillary lymph node metastasis in patients with breast cancer2020
- Author(s)
  Zongyao Li, Kazuhiro Kitajima, Kenji Hirata, Ren Togo, Junki Takenaka, Yasuo Miyoshi, Kosuke, Kudo, Takahiro Ogawa, Miki Haseyama
- Journal Title
  
  EJNMMI Research
  
  Volume: 11 Pages: 1-10
- DOI
  10.21203/rs.3.rs-93286/v1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857
[Journal Article] Deep convolutional neural network-based anomaly detection for organ classification in gastric X-ray examination2020
- Author(s)
  Ren Togo, Haruna Watanabe, Takahiro Ogawa, Miki Haseyama
- Journal Title
  
  Computers in Biology and Medicine
  
  Volume: 123 Pages: 103903-103903
- DOI
  10.1016/j.compbiomed.2020.103903
- NAID
  120007145368
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19857
[Patent] 情報処理システム2022
- Inventor(s)
  長谷山美紀、小川貴弘、藤後廉、本間勇紀、山城輝久
- Industrial Property Rights Holder
  長谷山美紀、小川貴弘、藤後廉、本間勇紀、山城輝久
- Industrial Property Rights Type
  特許
- Filing Date
  2022
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 画像注視時の脳活動データを用いた Stable Diffusion に基づくテキストからの画像生成に関する検討－潜在空間における脳活動データに基づく制御機構の導入－2024
- Author(s)
  七田亮, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 異分野連携によるデータ駆動型のAI研究に関する取組2024
- Author(s)
  藤後廉, 李広, 小川貴弘, 長谷山美紀
- Organizer
  フォトエキサイトニクス研究拠点第6回研究会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] アメリカンフットボールにおける選手位置情報を利用したパス可能領域の推定に関する一検討2024
- Author(s)
  河合雅斗, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] [特別講演] 音声認識・生成AIを用いた通報音声からの事象発生地点予測2024
- Author(s)
  吉田将規, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 視覚言語モデルにおける注目する特徴を指定可能なドメイン適応に関する検討2024
- Author(s)
  岡村洋希, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 物体の属性と関係性を考慮したマルチモーダル大規模言語モデルの高精度化に関する検討2024
- Author(s)
  大羽賀駿也, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Neural radiance fields におけるreduced reference 画質評価に関する一検討2024
- Author(s)
  河合雅斗, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Caption unification for multiple viewpoint lifelogging images and its verification2023
- Author(s)
  Masaya Sato, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Zero-shot visual sentiment prediction with cross-domain sentiments using knowledge distillation2023
- Author(s)
  Yingrui Ye, Yuya Moroto, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第26回画像の認識・理解シンポジウム (MIRU2023)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A medical domain visual question generation model via large language model2023
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 物体検出モデルに基づく視覚表現を用いた解釈可能なVisual Question Answeringモデルに関する検討2023
- Author(s)
  朱赫, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Text-guided facial image manipulation for wild images via manipulation direction-based loss2023
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Image Processing (ICIP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 事前学習済みモデルを用いたラベル修正に基づくNoisy Labels Learningの精度向上に関する検討2023
- Author(s)
  柏木將希, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Text-to-image diffusion model suppressing catastrophic forgetting via elastic weight consolidation2023
- Author(s)
  Haruka Matsuda, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] マルチモーダル大規模言語モデルを用いた fMRI からの言語情報の推定に関する検討 - In-context Learning に基づく時系列聴覚刺激からの言語情報の推定 -2023
- Author(s)
  藤後太郎, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Video-music retrieval with fine-grained cross-modal alignment2023
- Author(s)
  Yuki Era, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Image Processing (ICIP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Source-data-free domain-adaptive semantic segmentation with inter-domain and intra-domain style transfer2023
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第26回画像の認識・理解シンポジウム (MIRU2023)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Recallable question answering-based re-ranking considering semantic region for cross-modal retrieval2023
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Binaural audio generation with data augmentation from 360° videos2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Visually guided binaural audio generation considering camera rotation2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  International Workshop on the New Frontiers in Convergence Science and Technology: The 26th HU-SNU Joint Symposium Satellite Session
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 異分野連携によるデータ駆動型のAI研究に関する取組2023
- Author(s)
  藤後廉, 李広, 小川貴弘, 長谷山美紀
- Organizer
  フォトエキサイトニクス研究拠点第6回研究会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] In-context Learning を用いた複数視点ライフログ画像のキャプションの統一化に関する検討2023
- Author(s)
  佐藤雅也, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Visually guided binaural audio generation considering camera rotation2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  International Workshop on the New Frontiers in Convergence Science and Technology: The 26th HU-SNU Joint Symposium Satellite Session
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Novel feature extraction for classification of auditory-visual stimuli from fNIRS signals2023
- Author(s)
  Taro Togo, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Deterioration level estimation for infrastructures considering noisy labels via dividemix2023
- Author(s)
  Masaki Kashiwagi, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Novel feature extraction for classification of auditory-visual stimuli from fNIRS signals2023
- Author(s)
  Taro Togo, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Neural radiance fields におけるreduced reference 画質評価に関する一検討2023
- Author(s)
  河合雅斗, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] アメリカンフットボールにおける選手位置情報を利用したパス可能領域の推定に関する一検討2023
- Author(s)
  河合雅斗, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Text-to-image diffusion model suppressing catastrophic forgetting via elastic weight consolidation2023
- Author(s)
  Haruka Matsuda, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Parameter-efficient tuning of a pre-trained model via prompt learning in cross-modal retrieval2023
- Author(s)
  Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] [特別講演] 音声認識・生成AIを用いた通報音声からの事象発生地点予測2023
- Author(s)
  吉田将規, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Bundle detection based on graph convolutional network considering categorical hierarchical relationship2023
- Author(s)
  Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 画像注視時の脳活動データを用いた Stable Diffusion に基づくテキストからの画像生成に関する検討－潜在空間における脳活動データに基づく制御機構の導入－2023
- Author(s)
  七田亮, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Dataset distillation for medical dataset sharing2023
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  The 37th AAAI Conference on Artificial Intelligence (AAAI-23) Workshops
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 360度映像におけるマルチビュー学習に基づくバイノーラル音声生成の高精度化に関する検討2023
- Author(s)
  吉田将規, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] In-context Learning を用いた複数視点ライフログ画像のキャプションの統一化に関する検討2023
- Author(s)
  佐藤雅也, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Video-music retrieval with fine-grained cross-modal alignment2023
- Author(s)
  Yuki Era, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Image Processing (ICIP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 複数のキャプションモデルに基づくLLMの説明文を用いたゼロショット映像検索の精度向上に関する一検討2023
- Author(s)
  王昊陽, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] マルチモーダル大規模言語モデルを用いた fMRI からの言語情報の推定に関する検討 - In-context Learning に基づく時系列聴覚刺激からの言語情報の推定 -2023
- Author(s)
  藤後太郎, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 事前学習済みモデルを用いたラベル修正に基づくNoisy Labels Learningの精度向上に関する検討2023
- Author(s)
  柏木將希, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Improving dropout in graph convolutional networks for recommendation via contrastive loss2023
- Author(s)
  Hiroki Okamura, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Binauralization robust to camera rotation using 360° Videos2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] 拡散モデルによる画像生成における複数対象へのパーソナライズ手法に関する検討2023
- Author(s)
  松田遥, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 視覚言語モデルにおける注目する特徴を指定可能なドメイン適応に関する検討2023
- Author(s)
  岡村洋希, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Personalized content recommender system via non-verbal interaction using face mesh and facial expression2023
- Author(s)
  Yuya Moroto, Rintaro Yanagi, Naoki Ogawa, Kyohei Kamikawa, Keigo Sakurai, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  ACM International Conference on Multimedia 2023 (ACM MM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A controllable recoloring method for novel views using segment anything model2023
- Author(s)
  Haoyang Wang, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Text-guided image manipulation tolerant to real-world image2023
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  第26回画像の認識・理解シンポジウム (MIRU2023)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Text-guided image manipulation tolerant to real-world image2023
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  第26回画像の認識・理解シンポジウム (MIRU2023)
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Estimation of amyloid-β positivity using QSM images considering age information2023
- Author(s)
  Tsubasa Kunieda, Ren Togo, Noriko Nishioka, Yukie Shimizu, Shiro Watanabe, Kenji Hirata, Keisuke Maeda, Takahiro Ogawa, Kohsuke Kudo, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Gromov-wasserstein autoencoders2023
- Author(s)
  Nao Nakagawa, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  The Eleventh International Conference on Learning Representations (ICLR 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Source-data-free domain-adaptive semantic segmentation with inter-domain and intra-domain style transfer2023
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第26回画像の認識・理解シンポジウム (MIRU2023)
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 画像とテキストの関係性を考慮したtextual Inversionに基づくzero-shot composed image retrieval手法に関する検討2023
- Author(s)
  張華瀛, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Estimation of visual contents from human brain signals via VQA based on brain-specific attention2023
- Author(s)
  Ryo Shichida, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Estimation of visual contents from human brain signals via VQA based on brain-specific attention2023
- Author(s)
  Ryo Shichida, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Binauralization robust to camera rotation using 360° videos2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 画像とテキストの関係性を考慮したtextual Inversionに基づくzero-shot composed image retrieval手法に関する検討2023
- Author(s)
  張華瀛, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Personalized content recommender system via non-verbal interaction using face mesh and facial expression2023
- Author(s)
  Yuya Moroto, Rintaro Yanagi, Naoki Ogawa, Kyohei Kamikawa, Keigo Sakurai, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  ACM International Conference on Multimedia 2023 (ACM MM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 物体の属性と関係性を考慮したマルチモーダル大規模言語モデルの高精度化に関する検討2023
- Author(s)
  大羽賀駿也, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Dataset distillation via self-adaptive parameter matching2023
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第26回画像の認識・理解シンポジウム (MIRU2023)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Bundle detection based on graph convolutional network considering categorical hierarchical relationship2023
- Author(s)
  Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Binauralization robust to camera rotation using 360° videos2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A controllable recoloring method for novel views using segment anything model2023
- Author(s)
  Haoyang Wang, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Estimation of amyloid-β positivity using QSM images considering age information2023
- Author(s)
  Tsubasa Kunieda, Ren Togo, Noriko Nishioka, Yukie Shimizu, Shiro Watanabe, Kenji Hirata, Keisuke Maeda, Takahiro Ogawa, Kohsuke Kudo, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 拡散モデルによる画像生成における複数対象へのパーソナライズ手法に関する検討2023
- Author(s)
  松田遥, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Parameter-efficient tuning of a pre-trained model via prompt learning in cross-modal retrieval2023
- Author(s)
  Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] A note on traffic sign recognition based on vision transformer adapter using visual feature matching2023
- Author(s)
  Yaozong Gan, Guang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  ITE Technical Report
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Estimation of amyloid-β positivity using QSM images considering age information2023
- Author(s)
  Tsubasa Kunieda, Ren Togo, Noriko Nishioka, Yukie Shimizu, Shiro Watanabe, Kenji Hirata, Keisuke Maeda, Takahiro Ogawa, Kohsuke Kudo, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Interpretable visual question answering referring to outside knowledge2023
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Image Processing (ICIP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Dataset distillation for medical dataset sharing2023
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  AAAI Conference on Artificial Intelligence Workshops (AAAIW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Improving dropout in graph convolutional networks for recommendation via contrastive loss2023
- Author(s)
  Hiroki Okamura, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Improving visual counterfactual explanation models for image classification via CLIP2023
- Author(s)
  Xiang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Deterioration level estimation for infrastructures considering noisy labels via dividemix2023
- Author(s)
  Masaki Kashiwagi, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 視覚反実仮想機械学習モデルにおける精度向上に関する一検討 - 特徴抽出モデルが精度に与える影響の検証 -2023
- Author(s)
  李想, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A medical domain visual question generation model via large language model2023
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] 視覚反実仮想機械学習モデルにおける精度向上に関する一検討 - 特徴抽出モデルが精度に与える影響の検証 -2023
- Author(s)
  李想, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和5年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] A medical domain visual question generation model via large language model2023
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Customer interest estimation method in real store using re-identification and 3D posture estimation models2023
- Author(s)
  Teruhisa Yamashiro, Yuki Honma, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  International Workshop on Advanced Image Technology 2023 (IWAIT2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Interpretable visual question answering referring to outside knowledge2023
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Image Processing (ICIP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Recallable question answering-based re-ranking considering semantic region for cross-modal retrieval2023
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K11141
[Presentation] Text-guided facial image manipulation for wild images via manipulation direction-based loss2023
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Image Processing (ICIP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] データベース特化型クロスモーダル画像検索のためのテキストプロンプトチューニングに関する検討2023
- Author(s)
  張華瀛, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Caption unification for multiple viewpoint lifelogging images and its verification2023
- Author(s)
  Masaya Sato, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Estimation of visual contents from human brain signals via VQA based on brain-specific attention2023
- Author(s)
  Ryo Shichida, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Improving visual counterfactual explanation models for image classification via CLIP2023
- Author(s)
  Xiang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Gromov-Wasserstein Autoencoders2023
- Author(s)
  Nao Nakagawa, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  International Conference on Learning Representations (ICLR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] A note on specific object removal in urban scene using video inpainting approach2023
- Author(s)
  Jiahuan Zhang, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  ITE Technical Report
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Improving dropout in graph convolutional networks for recommendation via contrastive loss2023
- Author(s)
  Hiroki Okamura, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Gromov-wasserstein autoencoders2023
- Author(s)
  Nao Nakagawa, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  The Eleventh International Conference on Learning Representations (ICLR 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Parameter-efficient tuning of a pre-trained model via prompt learning in cross-modal retrieval2023
- Author(s)
  Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Binaural audio generation with data augmentation from 360°videos2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Binaural audio generation with data augmentation from 360° videos2023
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2023 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] pixelNeRF による生成画像を用いた視点の変化に頑健な画像検索手法に関する検討2022
- Author(s)
  江良勇輝, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和4年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Union-set multi-source model adaptation for semantic segmentation2022
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 European Conference on Computer Vision (ECCV 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Self-knowledge distillation based self-supervised learning for COVID-19 detection from chest X-ray images2022
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Action classification based on LSTM using first and third person videos of engineers inspecting bridges2022
- Author(s)
  Tsuyoshi Masuda, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] ユーザの嗜好を考慮した強化学習と知識グラフに基づく楽曲プレイリスト生成に関する検討2022
- Author(s)
  櫻井慶悟, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 地下鉄トンネルの維持管理支援のためのマルチスケール解析を導入した深層学習に基づく変状検出に関する検討2022
- Author(s)
  高田紗弥, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Generative adversarial network including referring image segmentation for text-guided image manipulation2022
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] ドメイン共有ネットワークに基づく嗜好のドメイン依存性に頑健な推薦システムに関する検討2022
- Author(s)
  山本一輝, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和4年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] GCN-based collaborative filtering considering personality bias2022
- Author(s)
  Hiroki Okamura, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Content-based image retrieval using effective synthesized images from different camera views via pixelNeRF2022
- Author(s)
  Yuki Era, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Disentangled image attribute editing in latent space via mask-based retention loss2022
- Author(s)
  Shunya Ohaga, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  The 4th ACM International Conference on Multimedia in Asia (MM Asia 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 橋梁点検時の技術者の一人称および三人称視点映像を用いた点検動作の分類に関する検討2022
- Author(s)
  増田毅, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Cross-platform recommendation considering common users’ preferences based on Preference Propagation GraphNet2022
- Author(s)
  Kazuki Yamamoto, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Multi-scale defect detection from subway tunnel images with spatial attention mechanism2022
- Author(s)
  An Wang, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] MRIによる定量的磁化率マッピングとAIを用いたアミロイドβ沈着予測2022
- Author(s)
  西岡典子, 平田健司, 國枝翼, 藤後廉, 前田圭介, 小川貴弘, 清水幸衣, 渡邊史郎, 長谷山美紀, 工藤輿亮
- Organizer
  第1回北海道大学医療AIシンポジウム
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Free-viewpoint sports video generation based on dynamic NeRF considering time series2022
- Author(s)
  Masato Kawai, Rintaro Yanagi, Togo Ren, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Analysis of relationships between visual cognitive contents and response of each brain region via visual question answering2022
- Author(s)
  Ryo Shichida, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] ユーザの嗜好を考慮した強化学習と知識グラフに基づく楽曲プレイリスト生成に関する検討2022
- Author(s)
  櫻井慶悟, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] TriBYOL: Triplet BYOL for self-supervised representation learning2022
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Scene retrieval in soccer videos by spatial-temporal attention with video vision transformer2022
- Author(s)
  Yaozong Gan, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Cross-platform recommendation considering common users' preferences based on preference propagation graphnet2022
- Author(s)
  Kazuki Yamamoto, Keisuke Maeda, Ren Togo ,Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Action classification based on LSTM using first and third person videos of engineers inspecting bridges2022
- Author(s)
  Tsuyoshi Masuda, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Prediction of amyloid-β positivity using QSM images based on bootstrap your own latent2022
- Author(s)
  Tsubasa Kunieda, Ren Togo, Noriko Nishioka, Yukie Shimizu, Shiro Watanabe, Kenji Hirata, Keisuke Maeda, Takahiro Ogawa, Kohsuke Kudo, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Database-adaptive transfer learning for question answering-based re-ranking in cross-modal retrieval2022
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第25回画像の認識・理解シンポジウム (MIRU2022)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Customer interest estimation method in real store using re-identification and 3D posture estimation models2022
- Author(s)
  Teruhisa Yamashiro, Yuki Honma, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  International Workshop on Advanced Image Technology (IWAIT)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Transformer based multimodal scene recognition in soccer videos2022
- Author(s)
  Yaozong Gan, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Multimedia and Expo Workshops (ICMEW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Union-set model adaptation for semantic segmentation using multiple source domains with subset label spaces2022
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第25回画像の認識・理解シンポジウム (MIRU2022)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] GCN-based collaborative filtering considering personality bias2022
- Author(s)
  Hiroki Okamura, Keisuke Maeda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Assessment of image manipulation using natural language description: quantification of manipulation direction2022
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Image Processing (ICIP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Variational autoencoderに基づく深層生成モデルを用いた潜在表現のdisentanglementに関する検討 -disentanglement評価指標を含む正則化損失の導入-2022
- Author(s)
  中川真, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 自然言語における恣意性を用いた潜在変数モデルに基づく概念表現学習2022
- Author(s)
  中川真, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  第25回画像の認識・理解シンポジウム (MIRU2022)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] COVID-19 detection based on masked image modeling using vision transformer2022
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  第25回画像の認識・理解シンポジウム (MIRU2022)
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Improving model adaptation for semantic segmentation by learning model-invariant features with multiple source-domain models2022
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Image Processing (ICIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] ゴム材料開発のための generative adversarial network に基づく配合量および物性からの電子顕微鏡画像の生成に関する一検討2022
- Author(s)
  柳凜太郎, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Rubber material retrieval system using electron microscope images for rubber material development2022
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  ACM Multimedia Asia (MM Asia)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] 協調フィルタリングにおける潜在因子モデルの埋め込み表現と人気バイアスの関係の検討2022
- Author(s)
  岡村洋希, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和4年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Divergence-guided feature alignment for cross-domain object detection2022
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 地下鉄トンネル点検時の技術者から取得される生体信号と技術者の点検行動の関連性分析2022
- Author(s)
  平澤魁人, 前田圭介, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A multimodal interpretable visual question answering model introducing image caption processor2022
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Prediction of amyloid-β positivity using QSM images based on Bootstrap Your Own Latent2022
- Author(s)
  Tsubasa Kunieda, Ren Togo, Noriko Nishioka, Yukie Shimizu, Shiro Watanabe, Kenji Hirata, Keisuke Maeda, Takahiro Ogawa, Kohsuke Kudo, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Cross-modal image retrieval considering semantic relationships with object information2022
- Author(s)
  Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Transformer based multimodal scene recognition in soccer videos2022
- Author(s)
  Yaozong Gan, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE ICME Workshop of Artificial Intelligence in Sports (AI-Sports 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Union-set multi-source model adaptation for semantic segmentation2022
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  European Conference on Computer Vision (ECCV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] “Scene retrieval in soccer videos by spatial-temporal attention with video vision transformer2022
- Author(s)
  Yaozong Gan, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Analysis of relationships between visual cognitive contents and response of each brain region via viisual question answering2022
- Author(s)
  Ryo Shichida, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A note on automatic diagnosis of Helicobacter pylori infection based on self-supervised learning and self-knowledge distillation2022
- Author(s)
  Guang Li, Ren Togo, Katsuhiro Mabe, Shunpei Nishida, Yoshihiro Tomoda, Takahiro Ogawa, Miki Haseyama
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A multimodal interpretable visual question answering model introducing image caption processor2022
- Author(s)
  He Zhu, Ren Togo, Takahiro Ogawa , Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Disentangled image attribute editing in latent space via mask-based retention loss2022
- Author(s)
  Shunya Ohaga, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  ACM Multimedia Asia (MM Asia)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] 医療データを対象としたデータセット蒸留に関する検討2022
- Author(s)
  李広, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  第1回北海道大学医療AIシンポジウム
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] セマンティックセグメンテーションに対するマルチソースモデル適応に関する検討ー複数のソースモデルからの不変な特徴表現の学習による適応精度の向上ー2022
- Author(s)
  李宗曜, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Improving model adaptation for semantic segmentation by learning model-invariant features with multiple source-domain models2022
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE International Conference on Image Processing (ICIP 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Free-viewpoint sports video generation based on dynamic NeRF considering time series2022
- Author(s)
  Masato Kawai, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Assessment of image manipulation using natural language description: quantification of manipulation direction2022
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Image Processing (ICIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Multi-scale defect detection from subway tunnel images with spatial attention mechanism2022
- Author(s)
  An Wang, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] フーリエ振幅成分を考慮したNeural Radiance Fieldsのノンリファレンス評価指標に関する検討2022
- Author(s)
  河合雅斗, 柳凜太郎, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和4年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] 眼底画像を用いた教師なしドメイン適応に基づく糖尿病性網膜症の重症度の推定に関する検討2022
- Author(s)
  國枝翼, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和4年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Content-based image retrieval using effective synthesized images from different camera views via pixelNeRF2022
- Author(s)
  Yuki Era, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2022 IEEE 11th Global Conference on Consumer Electronics (GCCE 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Rubber material retrieval system using electron microscope images for rubber material development2022
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  The 4th ACM International Conference on Multimedia in Asia (MM Asia 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Cross-modal image retrieval considering semantic relationships with object information2022
- Author(s)
  Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] 画像注視時の脳活動データを用いた VQA モデルに基づく認知内容推定に関する検討 ― fMRI デコーダに用いる回帰モデルによる推定精度に関する検証 ―2022
- Author(s)
  七田亮, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和4年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] A note on transformer-based scene recognition in soccer videos using different lengths of clips2022
- Author(s)
  Yaozong Gan, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  映像情報メディア学会技術報告
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Action classification from egocentric videos using reinforcement learning-based pose estimation2021
- Author(s)
  Shunya Ohaga, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Detection of off-screen sound based on loss function of self-supervised audio-visual spatialization2021
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Action classification from egocentric videos using reinforcement learning-based pose estimation2021
- Author(s)
  Shunya Ohaga, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Listener recommendation for artist based on knowledge graph and reinforcement learning2021
- Author(s)
  Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Text-guided image manipulation for desired region using referring image segmentation2021
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Interpretable representation learning on natural image datasets via reconstruction in visual-semantic embedding space2021
- Author(s)
  Nao Nakagawa, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE International Conference on Image Processing (ICIP 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Audio-visual立体化モデルを用いた画面外音声検出に関する検討 -自己教師あり学習手法に基づくAudio-visual特徴表現の導入-2021
- Author(s)
  吉田将規, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会講演論文集
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] 画像特徴の表現能力が世界モデルのパフォーマンスに与える影響の検証2021
- Author(s)
  大羽賀駿也, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会講演論文集
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] 画像特徴の表現能力が世界モデルのパフォーマンスに与える影響の検証2021
- Author(s)
  大羽賀駿也, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] テキスト入力型画像操作における操作領域に着目した精度評価に関する検討2021
- Author(s)
  渡邉優宇人, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Database-adaptive re-ranking for enhancing cross-modal image retrieval2021
- Author(s)
  Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  ACM International Conference on Multimedia (ACM MM 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Text-guided image manipulation for desired region using referring image segmentation2021
- Author(s)
  Yuto Watanabe, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Multi-class similar scene retrieval in soccer videos: a scene confusion reduction method based on combination of long and short frame sequences2021
- Author(s)
  Yaozong Gan, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] User background information-aware music recommendation with reinforcement learning-based knowledge graph exploration2021
- Author(s)
  Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] テキスト入力型画像操作における操作領域に着目した精度評価に関する検討2021
- Author(s)
  渡邉優宇人, 藤後廉, 前田圭介, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会講演論文集
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Triplet self-supervised learning for gastritis detection with scarce annotations2021
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Detection of off-screen sound based on loss function of self-supervised audio-visual spatialization2021
- Author(s)
  Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] メタデータを考慮した楽曲グラフ探索に基づく強化学習を用いた楽曲プレイリスト生成に関する検討2021
- Author(s)
  櫻井慶悟, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会講演論文集
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] A note on automatic diagnosis of helicobacter pylori infection based on efficientnet with flooding loss2021
- Author(s)
  Guang Li, Ren Togo, Katsuhiro Mabe, Shunpei Nishida, Yoshihiro Tomoda, Hikari Shimizu, Takahiro Ogawa, Miki Haseyama
- Organizer
  ITE technical report
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Detecting axillary lymph node metastasis of breast cancer with FDG-PET/CT images based on attention mechanism2021
- Author(s)
  Zongyao Li, Ren Togo, Kenji Hirata, Kazuhiro Kitajima, Junki Takenaka, Yasuo Miyoshi, Kohsuke Kudo, Takahiro Ogawa, Miki Haseyama
- Organizer
  ITE technical report
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Sports action detection based on self-supervised feature learning and object detection2021
- Author(s)
  Tsuyoshi Masuda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Segmentation-aware text-guided image manipulation2021
- Author(s)
  Tomoki Haruyama, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE International Conference on Image Processing (ICIP 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Sports action detection based on self-supervised feature learning and object detection2021
- Author(s)
  Tsuyoshi Masuda, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Sports action detection based on self-supervised feature learning and object detection2021
- Author(s)
  Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Cross-view self-supervised learning via momentum statistics in batch normalization2021
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Estimating imagined images from brain activities via visual question answering2021
- Author(s)
  Saya Takada, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE 10th Global Conference on Consumer Electronics (GCCE 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Audio-visual立体化モデルを用いた画面外音声検出に関する検討ー自己教師あり学習手法に基づくaudio-visual特徴表現の導入ー2021
- Author(s)
  吉田将規, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Semantic-aware Unpaired Image-to-image Translation for Urban Scene Images2021
- Author(s)
  Zongyao Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] メタデータを考慮した楽曲グラフ探索に基づく強化学習を用いた楽曲プレイリスト生成に関する検討2021
- Author(s)
  櫻井慶悟, 藤後廉, 小川貴弘, 長谷山美紀
- Organizer
  令和3年度電気・情報関係学会北海道支部連合大会
- Data Source
  KAKENHI-PROJECT-23K21676
[Presentation] Multimodal image-to-image translation for generation of gastritis images2020
- Author(s)
  Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Image Processing (ICIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Complexity evaluation of medical image data for classification problem based on spectral clustering2020
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE Global Conference on Consumer Electronics (GCCE)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857
[Presentation] Soft-label anonymous gastric X-ray image distillation2020
- Author(s)
  Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
- Organizer
  IEEE International Conference on Image Processing (ICIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19857

1. 小川貴弘 (20524028)

# of Collaborated Projects: 2 results

# of Collaborated Products: 112 results
2. 長谷山美紀 (00218463)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
3. 斉藤直輝 (00798225)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 前田圭介 (20798243)

# of Collaborated Projects: 1 results

# of Collaborated Products: 49 results
5. LI ZONGYAO

# of Collaborated Projects: 0 results

# of Collaborated Products: 3 results

Togo Ren 藤後 廉

Research Projects

Research Products

Co-Researchers

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

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Construction of ultra-low-volume anonymous learning technology and universal learning technology to improve the versatility of medical AIPrincipal Investigator

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General-purpose deep learning theory for ultra-low computational complexity and low capacity in the age of edge AI

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Development of a Sequential Data Cleansing Technique Based on Machine Learning for Medical ImagingPrincipal Investigator

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[Journal Article] Flexibly manipulating popularity bias for tackling trade-offs in recommendation2024

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[Journal Article] Parameter-efficient tuning of cross-modal retrieval for a specific database via trainable textual and visual prompts2024

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[Journal Article] Dataset Distillation Using Parameter Pruning2024

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[Journal Article] Text-Guided Image Editing Based on Post Score for Gaining Attention on Social Media2024

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[Journal Article] Recallable Question Answering-Based Re-Ranking Considering Semantic Region for Cross-Modal Retrieval2023

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[Journal Article] Boosting automatic COVID-19 detection performance with self-supervised learning and batch knowledge ensembling2023

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[Journal Article] Developing technologies for the practical application of deep learning-based distress segmentation in subway tunnel images2023

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[Journal Article] Acquisition of feature representation of record data via graph neural network to support determination of deterioration levels2023

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[Journal Article] Cross-Modal Image Retrieval Considering Semantic Relationships With Many-to-Many Correspondence Loss2023

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[Journal Article] Diversity Learning Based on Multi-Latent Space for Medical Image Visual Question Generation2023

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Togo Ren 藤後廉