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Author

Abdallah Makhoul

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Review Jul 2026

A comprehensive survey on industrial image anomaly detection

This paper introduces the first deployment-aware benchmarking protocol for IAD, bridging the gap between academic performance and practical industrial requirements, and highlights the limitations of current benchmark practices.

Christian Beddawi, Youssef Haddad, Charbel El Achkar et al. · 0 citations
Conference Jul 2026

Few-Shot LLMs as Synthetic Tabular Data Generators

Synthetic tabular data is increasingly used to support data sharing and machine learning development, where access to real data is restricted or sensitive. However, existing tabular data generators often require dataset-specific training or fine-tuning, data preprocessing, and extensive hyperparameter tuning to achieve...

Hadi Koubeissy, Michel El Khoury, Marc Kamradt et al. · 0 citations

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