Generalized Out-of-Distribution Detection

Yang, J., Zhou, K., Li, Y., & Liu, Z. (2024). Generalized Out-of-Distribution Detection: A Survey. International Journal of Computer Vision, 5635-5662.

Type

Journal article

Intellectual base

Primary research

Year

2024

DOI

10.1007/s11263-024-02117-4

Link

https://doi.org/10.1007/s11263-024-02117-4

Cited from

computer_science

Cited by

1 citation across 1 artifact.

Primes

• Out Of Distribution Detection
  • Machine learning: explicit detectors in classifiers (energy scores, Mahalanobis distance, deep ensembles), open-set recognition, selective prediction with reject options, abstention in conformal prediction.

Verification

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Registry ID ref:4fbbb2b46906 · see in the full table