Construct · 1 fields · 1 citations

object hallucination: a standalone construct

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

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Computer vision

a captioning or vision-language model naming objects that are not present in the image, measured by comparing mentioned objects with annotated ones.

In computer vision, object hallucination refers to a captioning or vision-language model naming objects that are not present in the image, measured by comparing mentioned objects with annotated ones. This meaning comes from Rohrbach (2018) in arXiv.[1]

Unit
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Measured by

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Nearby constructs

hallucination6 fields · 14 citationsjingle · one name, six constructs image4 fields · 5 citationsjingle · one word, four constructs model3 fields · 3 citationsjingle · one word, three constructs

References

Rohrbach, A., Hendricks, L. A., Burns, K., Darrell, T., & Saenko, K. (2018). Object Hallucination in Image Captioning. arXiv. https://doi.org/10.48550/arxiv.1809.02156

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