Construct · 1 fields · 1 citations

score-based generative model: 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 generative model that learns the gradient of the log data density at several noise levels and produces samples by following it with Langevin dynamics.

In machine learning, score-based generative model refers to a generative model that learns the gradient of the log data density at several noise levels and produces samples by following it with Langevin dynamics. This meaning comes from Song (2019) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how score-based generative model 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

density4 fields · 6 citationsjingle · one word, four constructs dynamics3 fields · 3 citationsjingle · one word, three constructs gradient4 fields · 4 citationsjingle · one word, four constructs

References

Song, Y., & Ermon, S. (2019). Generative Modeling by Estimating Gradients of the Data Distribution. arXiv. https://doi.org/10.48550/arxiv.1907.05600

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