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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

Vu Quang Huy Tran

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Conference Oct 2026

Utilizing U-Nets for quantitative differential phase contrast imaging for biomedical images

Traditional quantitative differential phase-contrast (qDPC) imaging is constrained by the need for multiple intensity measurements, which limits its application for real-time living cell monitoring. This study introduces a single-shot quantitative DPC imaging method that integrates radially asymmetric color-encoded ill...

Ying-Ju Chen, Vu Quang Huy Tran, Sunil Vyas et al. · 0 citations
Open access 2026

Agri-VLG: Robust Identification of Counterfeit Agricultural Products Using Few-Shot Annotated Data and Open-Source Knowledge

Agri-VLG is proposed, a robust framework that synergizes few-shot annotated data with open-source knowledge for precise identification and significantly outperforms state-of-the-art methods, proving that graph-based refinement and external knowledge-guided retrieval are highly effective for detecting counterfeit produc...

Dat Tran, Vu Quang Huy Tran, Manh Dung Nguyen et al. · 0 citations
2026

Benchmarking GAN Inversion Encoders for High-Fidelity Reconstruction of Ulcerative Colitis Images

This study benchmarks colonoscopy image reconstruction. We introduce a Latent Bank method to improve standard encoders, but High-Fidelity GAN Inversion achieves superior quality (FID = 22.12, MS-SSIM > 0.91), proving the best for colonoscopy images.

Vu Quang Huy Tran, C. Angelina, Sunil Vyas et al. · 0 citations

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