DPEC fine-tunes a pretrained diffusion model for single-step exposure correction and fuses its low-frequency output into a regression network, improving perceptual metrics on LCDP, MSEC, and SICE.
Exploiting diffusion prior for real-world image super-resolution,
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High-Quality Exposure Correction with Diffusion-Based Image Generation Priors
DPEC fine-tunes a pretrained diffusion model for single-step exposure correction and fuses its low-frequency output into a regression network, improving perceptual metrics on LCDP, MSEC, and SICE.