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構造化知能研究室
Showing the original Japanese · View translation
数学や物理の知識を組み込んで、深層学習を設計する研究室。

AboutAbout the lab
最先端のAI開発のために、数学や物理の知識を応用します
構造化知能研究室は、
深層学習には、
その
研究発表会や
Key terms
- 深層学習
- 脳の
神経細胞の つながりを まねた 多層の ネットワークに、 たくさんの 例から 特徴を 学ばせる 方法 - 微分幾何学
- 曲がった
面や 空間の 形を、 微分や 積分を 使って 調べる 数学の 分野 - 生成AI
- 学習した
データを もとに、 文章や 画像などを 新しく つくり出すAI
NewsLab news
修士課程の
学生の 論文が、 国際会議ECCV2026に 採録 国際会議ICLR2026に
2本の 論文が 採録 修士課程の
学生の 論文が、 国際会議AAAI2026に 採録 画像からの
ロボット制御に 関する 論文が、 電子情報通信学会 英文誌に 採録
ResearchResearch themes
解析力学や
*Illustrative image深層幾何学的力学
解析力学や
*Illustrative image作用素学習
偏微分方
*Illustrative image意味空間の幾何学と構造
画像や
*Illustrative imageデータ空間の幾何学
データ
MembersFaculty
構造化知能研究室の
- Professor松原 崇
- Associate Professor肖 玲
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Costa's Minimal Surface” Anders Sandberg / CC BY-SA 3.0 (cropped)
- 深層幾何学的力学: “Surface waves” Roger McLassus / CC BY-SA 3.0 (cropped)
- 作用素学習: “Chladni plate 10” Exhibit made by Estes Objethos Atelier, photo by Rodrigo Tetsuo Argenton / CC BY-SA 4.0 (cropped)
- 意味
空間の 幾何学と 構造: “H2 tiling 334-1” Anton Sherwood / Public domain (cropped) - データ
空間の 幾何学: “Ouster OS1-64 lidar point cloud of intersection of Folsom and Dore St, San Francisco” Daniel L. Lu / CC BY 4.0 (cropped) - Related lab (知識ベース研究室): “UIUC Library Main Stacks” Chevsapher / CC0 (cropped)
- Related lab (大規模知識処理研究室): “Network Visualization” Martin Grandjean / CC BY-SA 4.0 (cropped)
- Related lab (ヒューマンコンピュータインタラクション研究室): “Backlit keyboard” Colin / CC BY-SA 4.0 (cropped)
- Related lab (集積ナノシステム研究室): “Нейрон коры с множеством дендритных шипиков” Sergb95 / CC BY-SA 4.0 (cropped)
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