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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

Heejin Kim

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Preprint Nov 2026

TERA: Task-Evidence Restoration for Underwater Object Detection under Bandwidth-Constrained Transmission

Underwater object detectors are typically evaluated on pre-transmission images, overlooking additional degradation from bandwidth-constrained downscaling and compression. We introduce AquaTX, a controlled benchmark built from real underwater detection datasets with seen and held-out codecs. We also propose TERA, a meta...

Heejin Kim, Joon-Seok Song, Eunil Park · 0 citations

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