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Texts-diff: Texts-aware diffusion model for real-world text image super-resolution

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Elucidating the SNR-t Bias of Diffusion Probabilistic Models

cs.CV · 2026-04-17 · unverdicted · novelty 4.0

Diffusion models have an SNR-timestep mismatch during inference that the authors mitigate with per-frequency differential correction, raising generation quality across IDDPM, ADM, DDIM and others.

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  • Elucidating the SNR-t Bias of Diffusion Probabilistic Models cs.CV · 2026-04-17 · unverdicted · none · ref 15

    Diffusion models have an SNR-timestep mismatch during inference that the authors mitigate with per-frequency differential correction, raising generation quality across IDDPM, ADM, DDIM and others.