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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yasumasa Tamura

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2 papers indexed here

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Open access Sep 2026

Domain-specific unsupervised pre-training for robust respiratory sound classification

Automated auscultation using wearable devices is essential for remote respiratory monitoring, but deep learning models often struggle to generalize due to the severe scarcity of annotated abnormal respiratory sounds. Since directly using synthetic data for supervised training risks learning artifacts instead of true...

Takehiro Hirasawa, Yasumasa Tamura, K. Shimizu et al. · 0 citations
Open access Jul 2026

Learning Fine-Grained Video Anomaly Detection from Normal Videos

Video anomaly detection (VAD) aims to identify abnormal events in videos. Due to the lack of high-quality training data with detailed annotations, current VAD methods can only produce video-level predictions. To remedy this, several methods attempt to synthesize pseudo video anomalies. However, these methods suffer fro...

Ruqin Wang, Yasumasa Tamura, Masahito Yamamoto · 0 citations

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