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Think-to-Detect: Rationale-Driven Vision–Language Anomaly Detection.

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Title: Think-to-Detect: Rationale-Driven Vision–Language Anomaly Detection.
Authors: Abdalla, Mahmoud1 (AUTHOR), Kasem, Mahmoud SalahEldin1,2 (AUTHOR), Mahmoud, Mohamed1,3 (AUTHOR), Senussi, Mostafa Farouk1,3,4 (AUTHOR), Abdallah, Abdelrahman1,3,4 (AUTHOR), Kang, Hyun-Soo1,2 (AUTHOR) hskang@cbnu.ac.kr
Source: Mathematics (2227-7390). Dec2025, Vol. 13 Issue 24, p3920. 26p.
Database: Academic Search Ultimate
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  Data: Think-to-Detect: Rationale-Driven Vision–Language Anomaly Detection.
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  Data: <searchLink fieldCode="JN" term="%22Mathematics+%282227-7390%29%22">Mathematics (2227-7390)</searchLink>. Dec2025, Vol. 13 Issue 24, p3920. 26p.
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        Value: 10.3390/math13243920
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        Text: English
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        StartPage: 3920
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      – TitleFull: Think-to-Detect: Rationale-Driven Vision–Language Anomaly Detection.
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            NameFull: Abdalla, Mahmoud
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              Text: Dec2025
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              Y: 2025
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