Construct · 1 fields · 1 citations

triplet loss: 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

a loss that pulls an anchor's embedding toward a matching example and pushes it away from a non-matching one by at least a margin.

In machine learning, triplet loss refers to a loss that pulls an anchor's embedding toward a matching example and pushes it away from a non-matching one by at least a margin. This meaning comes from Schroff (2015) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

embedding2 fields · 3 citationsjingle · one word, two constructs learning6 fields · 14 citationsjingle · one name, six constructs loss2 fields · 3 citationsjingle · one word, two constructs

References

Schroff, F., Kalenichenko, D., & Philbin, J. (2015). FaceNet: A Unified Embedding for Face Recognition and Clustering. arXiv. https://doi.org/10.48550/arxiv.1503.03832

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