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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hadi Ballout

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2 papers indexed here

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Conference Sep 2026

Binarized Wake-Up of Conversational Agents on an Industry-Grade High-Performance Microcontroller

Quantization is an effective technique for field-deployment of neural networks (NNs) within applications on resource-limited devices. A representative case is the wake-up of conversational agents, where a camera-bearing edge node continuously monitors the environment to detect the visual trigger through which a user st...

Sepehr Mohammady, Hadi Ballout, F. Bellotti et al. · 0 citations
Open access Aug 2026

Transformer-based out-of-distribution (OOD) input detection for trustworthy self-parking

The deployment of automated driving (AD) systems demands trustworthiness, explainability, and accountability. A challenge is detecting out-of-distribution (OOD) inputs from sensor noise, hardware failures, adversarial interference, or deviations from the operational design domain. Common approaches use OOD samples...

Hadi Ballout, Riccardo Berta, Luca Lazzaroni et al. · 0 citations

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