Author

Georgios Panaretou

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Preprint Oct 2026

High-Throughput Generative Video Super-Resolution on a Single Consumer GPU

Generative video super-resolution (VSR) can recover visually compelling high-frequency detail by leveraging diffusion priors, but iterative sampling and heavy spatio-temporal coupling make practical deployments difficult. We study a different operating point: practical HD generative VSR on a single high-end consumer GP...

Georgios Panaretou, S. Chatzis · 0 citations