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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

R. Huan

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Aug 2026

STF-AL: spatiotemporal-frequency feature representation and adversarial learning for sensor-based cross-domain human activity recognition

STF-AL, a sensor-based cross-domain HAR framework that combines spatiotemporal-frequency domain representation learning with adversarial domain adaptation, achieves superior or competitive performance in multiple cross-domain recognition tasks, indicating its effectiveness under the evaluated cross-domain HAR settings.

R. Huan, Yantong Zhou, Gao-Xiang Dong et al. · 0 citations
2026

Sparsity-Controllable Normality Learning With Vision–Language Models for Scenario-Related Video Anomaly Detection

Video anomaly detection (VAD) is critical for automation systems and security surveillance. Recently, multimodal vision–language models (MLLMs) have attracted increasing attention due to their rich pre-trained knowledge and strong explainability. However, existing MLLM-based approaches struggle to adapt to real-world s...

Jiangyun Chen, Yuanjie Dang, Peng Chen et al. · 0 citations

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