Construct · 1 fields · 1 citations

one-shot learning: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Machine learning

learning a new object category from one or very few examples by using a prior built from categories already learned.

In machine learning, one-shot learning refers to learning a new object category from one or very few examples by using a prior built from categories already learned. This meaning comes from Li Fei-Fei (2006) in IEEE Transactions on Pattern Analysis and Machine Intelligence.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how one-shot learning sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

category4 fields · 4 citationsjingle · one word, four constructs dermoscopic pattern analysis1 fields · 1 citationsanchor · a standalone construct intelligence6 fields · 14 citationsjingle · one name, six constructs

References

Li Fei-Fei, Fergus, R., & Perona, P. (2006). One-shot learning of object categories. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(4), 594-611. https://doi.org/10.1109/tpami.2006.79

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct