Machine Learning & Data Science
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- CONFERENCE (INTERNATIONAL)
- Deep Learning-Based Compressed Sensing for Mobile Device-Derived Sensor Data
- Liqiang Xu (The University of Tokyo), Yuuki Nishiyama (The University of Tokyo), Kota Tsubouchi, Kaoru Sezaki (The University of Tokyo)
- The 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)
- October 24, 2024
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- OTHERS (INTERNATIONAL)
- Congestion Forecast for Trains with Railroad-Graph-based Semi-Supervised Learning using Sparse Passenger Reports
- Soto Anno (Tokyo Institute of Technology), Kota Tsubouchi, Masamichi Shimosaka (Tokyo Institute of Technology)
- arXiv.org (arXiv)
- October 23, 2024
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- WORKSHOP (DOMESTIC)
- Vertical Federated Learningにおける共通属性を用いた差分プライベートなデータ合成
- 松本 茉倫 (お茶の水女子大学), 髙橋 翼, 小口 正人 (お茶の水女子大学)
- コンピュータセキュリティシンポジウム2024 (CSS2024)
- October 22, 2024
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- CONFERENCE (INTERNATIONAL)
- Investigating Acceptable Voice-based Notification Timings through Earable Devices: A Preliminary Field Study
- Manaka Ito (The University of Tokyo), Kota Tsubouchi, Nobuhiko Nishio (Ritsumeikan University), Masamichi Shimosaka (Tokyo Institute of Technology), Akihito Taya (The University of Tokyo), Kaoru Sezaki (The University of Tokyo), Yuuki Nishiyama (The University of Tokyo)
- The 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2024)
- October 18, 2024
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- CONFERENCE (INTERNATIONAL)
- Data Collection-free Masked Video Modeling
- Yuchi Ishikawa, Masayoshi Kondo, Yoshimitsu Aoki (Keio University)
- The 18th European Conference on Computer Vision 2024 (ECCV 2024)
- October 03, 2024
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- OTHERS (INTERNATIONAL)
- DisasterNeedFinder: Understanding the Information Needs in the 2024 Noto Earthquake (Comprehensive Explanation)
- Kota Tsubouchi, Shuji Yamaguchi, Keijirou Saitou (Japan Broadcasting Corporation), Akihisa Soemori (NHK Global Media Servises), Masato Morita (NHK Global Media Servises), Shigeki Asou (Japan Broadcasting Corporation)
- arXiv.org (arXiv)
- September 11, 2024
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- CONFERENCE (INTERNATIONAL)
- LibriTTS-P: A Corpus with Speaking Style and Speaker Identity Prompts for Text-to-Speech and Style Captioning
- Masaya Kawamura, Ryuichi Yamamoto, Yuma Shirahata, Takuya Hasumi, Kentaro Tachibana
- The 25th Annual Conference of the International Speech Communication Association (INTERSPEECH 2024)
- September 03, 2024
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- CONFERENCE (DOMESTIC)
- 動画クラスタリングのためのDINOの動画への拡張の検討
- 中嶋 直也, 石川 裕地, 近藤 雅芳
- 第27回 画像の認識・理解シンポジウム MIRU2024 (MIRU2024)
- August 06, 2024
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- CONFERENCE (INTERNATIONAL)
- A Survey of Constraint Formulations in Safe Reinforcement Learning
- Akifumi Wachi, Xun Shen (Osaka University), Yanan Sui (Tsinghua University)
- The 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)
- August 03, 2024
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- CONFERENCE (INTERNATIONAL)
- Safe Reinforcement Learning Using Model Predictive Control with Probabilistic Control Barrier Function
- Xun Shen (Osaka University), Akifumi Wachi, Wataru Hashimoto (Osaka University), Kazumune Hashimoto (Osaka University), Shigemasa Takai (Osaka University)
- 2024 American Control Conference (ACC 2024)
- July 10, 2024
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- JOURNAL (INTERNATIONAL)
- Enhancing human mobility research with open and standardized datasets
- Takahiro Yabe (New York University), Massimiliano Luca (Fondazione Bruno Kessler), Kota Tsubouchi, Bruno Lepri (Fondazione Bruno Kessler), Marta C. Gonzalez (University of California), Esteban Moro (Northeastern University)
- Nature Computational Science (Nat. Comput. Sci.)
- July 03, 2024
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- JOURNAL (INTERNATIONAL)
- Forecasting Lifespan of Crowded Events With Acoustic Synthesis-Inspired Segmental Long Short-Term Memory
- Soto Anno (Tokyo Institute of Technology), Kota Tsubouchi, Masamichi Shimosaka (Tokyo Institute of Technology)
- IEEE Access
- June 25, 2024
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- CONFERENCE (INTERNATIONAL)
- Towards Estimating UV Index with a Smartphone Utilizing GNSS Signals as a Point Cloud
- Subaru Atsumi (The University of Tokyo), Riku Ishioka (The University of Tokyo), Kota Tsubouchi, Yuuki Nishiyama (The University of Tokyo), Kaoru Sezaki (The University of Tokyo)
- The 22nd ACM International Conference on Mobile Systems, Applications, and Services (Mobisys 2024)
- June 19, 2024
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- CONFERENCE (INTERNATIONAL)
- Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models
- Peifei Zhu, Tsubasa Takahashi, Hirokatsu Kataoka
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024)
- June 17, 2024
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- WORKSHOP (DOMESTIC)
- Exploring Passive Activity Recognition using Multi-shot UWB CIRs
- Han Lin (Tokyo Institute of Technology), Atsushi Nomura (Tokyo Institute of Technology), Kota Tsubouchi, Nobuhiko Nishio (Ritsumeikan University), Masamichi Shimosaka (Tokyo Institute of Technology)
- 情報処理学会ユビキタスコンピューティングシステム研究会 (IPSJ SIGUBI)
- June 05, 2024
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- WORKSHOP (DOMESTIC)
- イベント告知情報と大規模言語モデルに基づくイベント会場周辺の早期群衆混雑予報
- 安納 爽響 (東京工業大学), 坪内 孝太, 下坂 正倫 (東京工業大学)
- 情報処理学会ユビキタスコンピューティングシステム研究会 (IPSJ SIGUBI)
- June 05, 2024
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- WORKSHOP (DOMESTIC)
- 常時装着型イヤラブルデバイス利用環境における音声通知タイミング最適化に向けた基礎検討
- 伊藤 愛香 (東京大学), 坪内 孝太, 西尾 信彦 (立命館大学), 下坂 正倫 (東京工業大学), 田谷 昭仁 (東京大学), 瀬崎 薫 (東京大学), 西山 勇毅 (東京大学)
- 情報処理学会ユビキタスコンピューティングシステム研究会 (IPSJ SIGUBI)
- June 05, 2024
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- CONFERENCE (DOMESTIC)
- アップリフトモデリングに基づく費用対効果の高いクーポン配布対象者の決定法
- 政廣 蓮, 土岐 佳輝
- 2024年度 人工知能学会全国大会 (第38回) (JSAI2024)
- May 28, 2024
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- JOURNAL (INTERNATIONAL)
- YJMob100K: City-scale and longitudinal dataset of anonymized human mobility trajectories
- Takahiro Yabe (New York University), Kota Tsubouchi, Toru Shimizu, Yoshihide Sekimoto (The University of Tokyo), Kaoru Sezaki (The University of Tokyo), Esteban Moro (Massachusetts Institute of Technology), Alex Pentland (Massachusetts Institute of Technology)
- Scientific Data (Sci. Data)
- April 23, 2024
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- CONFERENCE (INTERNATIONAL)
- Camera-Based Position Estimation using Frequency-Multiplexed Luminance Gradient
- Shota Shimada, Hiroaki Murakami (the University of Tokyo), Kota Tsubouchi, Takuya Sasatani (the University of Tokyo), Yoshihiro Kawahara (the University of Tokyo)
- The 22nd International Conference on Pervasive Computing and Communications (PerCom 2024)
- April 22, 2024