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杉山・横矢・石田研究室
Showing the original Japanese · View translation
機械学習の理論とアルゴリズムをつくり、実世界の問題に使う研究室。
AboutAbout the lab
機械学習の理論から、実世界の応用まで。
杉山・横矢・石田研究室は、
情報通信技術の
杉山研究室は
杉山研究室では
Key terms
- 機械学習
- データから
コンピュータが 規則を 学び取り、 未知の データにも 対応できるように する 技術 - 汎化
- 学習していない
未知の 状況にも 対応できる 能力。 コンピュータが 知的に 振る 舞う ために 欠かせない - リモートセンシング
- 衛星や
ドローンなどから、 離れた 場所の 様子を 広い範囲で 観測する 技術
ResearchResearch themes
機械学習の
*Illustrative image学習理論の構築
汎化とは、
*Illustrative image学習アルゴリズムの開発
機械学習には、
*Illustrative image計算イメージングと逆問題
センシングと
*Illustrative imageAIの評価
ベンチマークが
MembersFaculty
杉山・横矢・石田研究室の
- Professor杉山 将
- Professor横矢 直人Publications ↗
- Associate Professor石田 隆
- Associate Professor落合 陽一
- Lecturer二見 太
- Assistant Professor張 一凡
- Project Assistant Professor王 俊珏Publications ↗
VoicesStudent voices
Compiled from answers by students who were in the lab. Ratings and reviews reflect individual students' experiences, not the lab's official views.
Students who take part in an interview may receive a thank-you gift worth ¥1,000, regardless of what they say.
On a 4-point scale, ● marks where students' answers fall
Who is this lab for?
What's great about this lab?
What did you learn after joining?
What's the vibe, and what is the professor like?
Where do graduates go?
RelatedLabs similar to 杉山・横矢・石田研究室
The information on this page is compiled by the LabLog team from the lab's public information and interviews. For corrections or removal requests, please contact LabLog, not the lab.
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: “T-SNE Embedding of MNIST” Kyle McDonald / CC BY 2.0 (cropped)
- 学習理論の
構築: “Overfitting regression” GongonR / CC BY-SA 4.0 (cropped) - 学習アルゴリズムの
開発: “Artificial Neural Network with Chip” mikemacmarketing / photo on flickr / CC BY 2.0 (cropped) - 計算イメージングと
逆問題: “HyperspectralCube” Dr. Nicholas M. Short, Sr. / Public domain (cropped) - AIの
評価: “MnistExamples” Josef Steppan / CC BY-SA 4.0 (cropped) - Related lab (宮尾研究室): “Rosetta Stone” Hans Hillewaert / CC BY-SA 4.0 (cropped)
- Related lab (河原林研究室): “Social Network Visualization” Martin Grandjean / CC BY-SA 4.0 (cropped)
- Related lab (谷中研究室): “Bookshelves and interior of the library of the Academy for Judiciary” Szeronine / CC BY 4.0 (cropped)
- Related lab (馬研究室): “Unmarked Nissan Rogue - Possible Test Autonomous Vehicle - San Francisco, May 2025 04” 9yz / CC BY 4.0 (cropped)
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