Construct · 1 fields · 1 citations

corruption robustness: 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.

Computer vision

a classifier's ability to keep its accuracy on images degraded by everyday corruptions such as noise, blur, weather and compression.

In computer vision, corruption robustness refers to a classifier's ability to keep its accuracy on images degraded by everyday corruptions such as noise, blur, weather and compression. This meaning comes from Hendrycks (2019) in arXiv.[1]

Unit
Recovery means
Measured by

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

See how corruption robustness 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

accuracy3 fields · 6 citationsjingle · one word, three constructs compression4 fields · 5 citationsjingle · one word, four kinds of squeeze noise4 fields · 5 citationsjingle · one word, four constructs

References

Hendrycks, D., & Dietterich, T. (2019). Benchmarking Neural Network Robustness to Common Corruptions and Perturbations. arXiv. https://doi.org/10.48550/arxiv.1903.12261

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