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佐藤研究室
Showing the original Japanese · View translation
機械学習の記憶・思考・推論・偏向を理論から解き明かす研究室。
AboutAbout the lab
「知能」を、理論で深く理解する。
佐藤研究室は、
実証的な
社会で
高度な
Key terms
- 内部
表現 - 学習した
モデルが、 画像や 文章などの データを コンピュータの 中で 数値の 並びと して 表した もの - Chain of Thought
- 言語モデルに、
答えだけでなく 途中の 考えを 順に 書き出させて 推論させる 方法 - 帰納バイアス
- 限られた
データから 学ぶときに、 モデルが どんな 答えを 選びやすいかと いう、 あらかじめ持っている 傾向
NewsLab news
機械学習の
国際会議 ICLR 2026 に 論文が 採択 機械学習の
国際会議 NeurIPS 2025 に 論文が 採択 言語モデルの
国際会議 COLM 2025 に 論文が 採択 自然言語処理の
国際会議 ACL 2025 に 論文が 採択 機械学習の
国際会議 ICML 2025 に 論文2本が 採択
ResearchResearch themes
機械学習に
*Illustrative image記憶のしくみの解明
言語モデルなどの
*Illustrative image推論と思考の探求
Chain of Thought や
*Illustrative image偏りの分析
学習の
MembersFaculty
佐藤研究室の
- Professor佐藤 一誠Publications ↗
- Assistant Professor河瀬 良亮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 佐藤研究室
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: “Surface with path of greatest slope” LithiumFlash (see note below) / CC BY-SA 4.0 (cropped)
- 記憶の
しくみの 解明: “T-SNE Embedding of MNIST” Kyle McDonald / CC BY 2.0 (cropped) - 推論と
思考の 探求: “Tic-tac-toe-game-tree” The original uploader was Gdr at English Wikipedia. / CC BY-SA 3.0 (cropped) - 偏りの
分析: “Overfitting regression” GongonR / 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 (宮尾研究室): “Rosetta Stone” Hans Hillewaert / CC BY-SA 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)
- Related lab (山崎研究室): “Quantum Computer with Dispersive Background 002” OJB Quantum / CC BY 4.0 (cropped)
About LabLog
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