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NTIRE 2021 challenge on burst super- resolution: Methods and results

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Efficient Burst Super-Resolution with One-step Diffusion

cs.CV · 2025-07-18 · reject · novelty 5.0

E-BSRD applies EDM sampling and consistency-model distillation to burst super-resolution, achieving one-step diffusion at 0.44 s/image while roughly matching or slightly underperforming the multi-step BSRD baseline on distortion and perceptual metrics.

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  • Efficient Burst Super-Resolution with One-step Diffusion cs.CV · 2025-07-18 · reject · none · ref 2

    E-BSRD applies EDM sampling and consistency-model distillation to burst super-resolution, achieving one-step diffusion at 0.44 s/image while roughly matching or slightly underperforming the multi-step BSRD baseline on distortion and perceptual metrics.